Overview

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## chr (4): dataset, model, crossvalidation, run_id
## dbl (2): f1_macro, n_cells
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## Rows: 3500 Columns: 18
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## chr  (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (12): population_id, f1, precision, recall, accuracy, support, n_cells, ...
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## Rows: 310 Columns: 15
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## chr  (4): dataset, model, crossvalidation, run_id
## dbl (11): n_cells, f1_macro, precision_macro, recall_macro, accuracy, mcc, p...
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## Rows: 745 Columns: 11
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## chr (4): dataset, model, population_name, population
## dbl (7): population_id, median_f1, mean_f1, median_precision, median_recall,...
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## Rows: 745 Columns: 10
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## Delimiter: "\t"
## chr (4): dataset, model, population_name, population
## dbl (6): population_id, f1_mean, f1_sd, precision_sd, recall_sd, n_runs
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## Rows: 3500 Columns: 15
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## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
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## Rows: 968 Columns: 12
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## chr (5): dataset, model, crossvalidation, run_id, rare_bucket
## dbl (7): n_populations, median_f1, median_precision, median_recall, total_su...
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## Rows: 310 Columns: 11
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: "\t"
## chr (4): dataset, model, crossvalidation, run_id
## dbl (7): n_cells, n_populations, min_support, median_support, max_support, i...
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## Rows: 1550 Columns: 15
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## Delimiter: "\t"
## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
## 
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## Rows: 1550 Columns: 15
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: "\t"
## chr (6): dataset, model, crossvalidation, run_id, population_name, population
## dbl (9): population_id, tp, fp, fn, tn, tpr, fpr, fnr, tnr
## 
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datasets models crossvalidations
13 5 5

Macro F1 By Crossvalidation

dataset model crossvalidation run_id f1_macro n_cells
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 0.7335157 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 0.7236484 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 0.7110246 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 0.6873069 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 0.7403914 2800058
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 0.5676806 2732233
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 0.5730718 2703551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 0.6229401 2766411
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 0.6446028 2717047
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 0.6094813 2661403
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 0.6535539 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 0.6090458 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 0.6595081 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 0.6072519 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 0.6707644 2800058
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 0.5256384 2383256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 0.4716934 2354472
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 0.5132019 2533024
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 0.4849242 2351465
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 0.5187829 2296980
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 0.0318165 2828901
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 0.0299514 2768169
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 0.0362830 2830864
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 0.0339380 2817387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 0.0340263 2800058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 0.9788134 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 0.9859515 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 0.9824110 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 0.9848622 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 0.9882682 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 0.9059392 1515011
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 0.8332384 1250408
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 0.7959583 1308093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 0.8977493 1392140
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 0.9272652 1388241
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 0.7981546 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 0.7965574 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 0.9121015 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 0.8847030 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 0.8447681 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 0.8381507 1474730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 0.7953271 1277454
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 0.7708132 1336985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 0.7797132 1366285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 0.8314157 1306981
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 0.1489132 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 0.1483342 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 0.1472247 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 0.1460036 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 0.1501866 1404771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 0.8566528 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 0.8218712 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 0.8980003 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 0.9376500 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 0.8965680 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 0.9105662 1512289
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 0.9221425 1447962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 0.8027753 1258469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 0.8759237 1319896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 0.8175005 1310508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 0.6145730 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 0.6114382 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 0.6567399 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 0.4907064 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 0.5594513 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 0.8120685 1394134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 0.7936460 1381663
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 0.7765677 1295398
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 0.7586627 1364702
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 0.7684477 1348638
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 0.1490982 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 0.1523393 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 0.1483304 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 0.1461831 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 0.1470831 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 0.9658238 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 0.9625982 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 0.9524187 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 0.9709401 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 0.9683430 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 0.9224694 1514020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 0.8119553 1351843
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 0.8575828 1243004
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 0.8913680 1398810
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 0.8466785 1307956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 0.7606621 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 0.7589606 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 0.8095007 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 0.7299054 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 0.7919339 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 0.8351245 1487478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 0.8010661 1378493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 0.7951720 1286106
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 0.7774944 1368039
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 0.7784796 1343879
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 0.1489268 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 0.1521661 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 0.1485226 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 0.1462466 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 0.1465119 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 0.9765047 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 0.9779889 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 0.9815454 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 0.9795473 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 0.9785476 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 0.9093573 1515146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 0.8020278 1352202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 0.8321384 1251090
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 0.8975473 1392291
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 0.7996552 1306550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 0.8505689 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 0.8140739 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 0.8566520 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 0.8798267 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 0.8475183 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 0.8408636 1473864
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 0.8042446 1394404
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 0.8042969 1266355
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 0.7839255 1365149
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 0.7658649 1334086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 0.1494632 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 0.1519477 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 0.1482397 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 0.1459001 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 0.1470069 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 0.9558620 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 0.9549657 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 0.9401974 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 0.9633213 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 0.9638206 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 0.8956754 1512610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 0.8348650 1337621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 0.8759549 1243892
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 0.9132164 1308834
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 0.8048468 1308631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 0.7448288 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 0.7744058 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 0.7271661 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 0.7170088 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 0.7061555 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 0.8312807 1489534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 0.8010608 1391385
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 0.7810091 1290216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 0.7881468 1368401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 0.7620424 1345568
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 0.1496944 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 0.1519613 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 0.1485226 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 0.1464104 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 0.1469130 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 0.9754012 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 0.9731355 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 0.9788173 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 0.9772292 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 0.9765843 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 0.9199604 1515177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 0.8071882 1359224
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 0.8324192 1247540
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 0.8944238 1392042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 0.7975442 1307120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 0.8266440 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 0.7762072 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 0.8034568 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 0.8098830 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 0.7747442 1408466
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 0.8435467 1477008
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 0.8013905 1379095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 0.8038351 1269959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 0.7777388 1366113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 0.7688201 1332954
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 0.1492524 1536957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 0.1517957 1471041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 0.1485025 1356644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 0.1461491 1421911
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 0.1468418 1408466
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 0.9809393 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 0.9700911 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 0.9735910 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 0.9829736 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 0.9811729 3978798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 0.9297201 3768363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 0.8165056 3789323
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 0.8058028 3586312
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 0.8802242 3674391
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 0.8093709 3694040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 0.8656863 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 0.7782863 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 0.8669780 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 0.9069176 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 0.8077867 3978798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 0.7861955 3615263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 0.7968994 3828528
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 0.8005984 3629528
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 0.8011500 3718230
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 0.7508270 3792755
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 0.1474418 3804850
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 0.1471226 3956437
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 0.1481222 3871161
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 0.1469698 3907351
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 0.1473988 3978798
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 0.9136516 16665728
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 0.9009517 16671781
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 0.9535125 16028386
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 0.9866685 16163956
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 0.9912529 16114380
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 0.7459621 16209847
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 0.7322986 16287863
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 0.7647662 15674629
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 0.7472937 15734492
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 0.7500602 15536797
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 0.8498143 16665728
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 0.8425547 16671781
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 0.9075535 16028386
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 0.9414517 16163956
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 0.8890259 16114380
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 0.7565899 16462252
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 0.7936174 16524341
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 0.7996602 15872550
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 0.7990147 15982233
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 0.8074728 15956885
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 0.0168025 16665728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 0.0159087 16671781
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 0.0159825 16028386
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 0.0159414 16163956
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 0.0159446 16114380
dataset_name-Levine_seed-42 cyanno num-1 run0 0.1551534 191351
dataset_name-Levine_seed-42 cyanno num-2 run0 0.2928159 74276
dataset_name-Levine_seed-42 cygate num-1 run0 0.4368996 182013
dataset_name-Levine_seed-42 cygate num-2 run0 0.5198211 72900
dataset_name-Levine_seed-42 dgcytof num-1 run0 0.2633626 191351
dataset_name-Levine_seed-42 dgcytof num-2 run0 0.3119162 74276
dataset_name-Levine_seed-42 lda num-1 run0 0.3528812 150932
dataset_name-Levine_seed-42 lda num-2 run0 0.4239944 53148
dataset_name-Levine_seed-42 random num-1 run0 0.0348132 191351
dataset_name-Levine_seed-42 random num-2 run0 0.0376753 74276
dataset_name-Samusik_seed-42 cyanno num-1 run0 0.6942978 755903
dataset_name-Samusik_seed-42 cyanno num-2 run0 0.7216283 760931
dataset_name-Samusik_seed-42 cyanno num-3 run0 0.7314594 757088
dataset_name-Samusik_seed-42 cyanno num-4 run0 0.7214991 758138
dataset_name-Samusik_seed-42 cyanno num-5 run0 0.6850932 764362
dataset_name-Samusik_seed-42 cygate num-1 run0 0.5812737 733815
dataset_name-Samusik_seed-42 cygate num-2 run0 0.5951093 706227
dataset_name-Samusik_seed-42 cygate num-3 run0 0.5854425 733150
dataset_name-Samusik_seed-42 cygate num-4 run0 0.5846910 721569
dataset_name-Samusik_seed-42 cygate num-5 run0 0.6072418 738262
dataset_name-Samusik_seed-42 dgcytof num-1 run0 0.7221990 755903
dataset_name-Samusik_seed-42 dgcytof num-2 run0 0.7128999 760931
dataset_name-Samusik_seed-42 dgcytof num-3 run0 0.7718941 757088
dataset_name-Samusik_seed-42 dgcytof num-4 run0 0.7321830 758138
dataset_name-Samusik_seed-42 dgcytof num-5 run0 0.7587404 764362
dataset_name-Samusik_seed-42 lda num-1 run0 0.5154642 574278
dataset_name-Samusik_seed-42 lda num-2 run0 0.4877641 538304
dataset_name-Samusik_seed-42 lda num-3 run0 0.5091661 529381
dataset_name-Samusik_seed-42 lda num-4 run0 0.5095018 507040
dataset_name-Samusik_seed-42 lda num-5 run0 0.5331876 550251
dataset_name-Samusik_seed-42 random num-1 run0 0.0216813 755903
dataset_name-Samusik_seed-42 random num-2 run0 0.0219292 760931
dataset_name-Samusik_seed-42 random num-3 run0 0.0220319 757088
dataset_name-Samusik_seed-42 random num-4 run0 0.0216870 758138
dataset_name-Samusik_seed-42 random num-5 run0 0.0220622 764362
dataset_name-Transformed_seed-42 cyanno num-1 run0 0.8220793 165885
dataset_name-Transformed_seed-42 cyanno num-2 run0 0.8826734 160829
dataset_name-Transformed_seed-42 cyanno num-3 run0 0.8710527 163357
dataset_name-Transformed_seed-42 cyanno num-4 run0 0.8466264 163801
dataset_name-Transformed_seed-42 cyanno num-5 run0 0.8593084 161138
dataset_name-Transformed_seed-42 cygate num-1 run0 0.8293428 129918
dataset_name-Transformed_seed-42 cygate num-2 run0 0.7782726 158779
dataset_name-Transformed_seed-42 cygate num-3 run0 0.8238803 136527
dataset_name-Transformed_seed-42 cygate num-4 run0 0.8431932 142677
dataset_name-Transformed_seed-42 cygate num-5 run0 0.8066204 153417
dataset_name-Transformed_seed-42 dgcytof num-1 run0 0.7615317 165885
dataset_name-Transformed_seed-42 dgcytof num-2 run0 0.8376789 160829
dataset_name-Transformed_seed-42 dgcytof num-3 run0 0.8021559 163357
dataset_name-Transformed_seed-42 dgcytof num-4 run0 0.7702821 163801
dataset_name-Transformed_seed-42 dgcytof num-5 run0 0.8285274 161138
dataset_name-Transformed_seed-42 lda num-1 run0 0.7058419 62691
dataset_name-Transformed_seed-42 lda num-2 run0 0.7224529 109307
dataset_name-Transformed_seed-42 lda num-3 run0 0.6994181 56914
dataset_name-Transformed_seed-42 lda num-4 run0 0.7086492 92497
dataset_name-Transformed_seed-42 lda num-5 run0 0.6715961 110391
dataset_name-Transformed_seed-42 random num-1 run0 0.0950935 165885
dataset_name-Transformed_seed-42 random num-2 run0 0.0958246 160829
dataset_name-Transformed_seed-42 random num-3 run0 0.0947444 163357
dataset_name-Transformed_seed-42 random num-4 run0 0.0944542 163801
dataset_name-Transformed_seed-42 random num-5 run0 0.0952030 161138
dataset_name-flowcyt_seed-42 cyanno num-1 run0 0.7349690 21044883
dataset_name-flowcyt_seed-42 cyanno num-2 run0 0.7602476 20254822
dataset_name-flowcyt_seed-42 cyanno num-3 run0 0.8273371 20817600
dataset_name-flowcyt_seed-42 cyanno num-4 run0 0.8334212 20273915
dataset_name-flowcyt_seed-42 cyanno num-5 run0 0.8430575 20668387
dataset_name-flowcyt_seed-42 cygate num-1 run0 0.4352337 20948049
dataset_name-flowcyt_seed-42 cygate num-2 run0 0.4873623 20229356
dataset_name-flowcyt_seed-42 cygate num-3 run0 0.3979203 20809904
dataset_name-flowcyt_seed-42 cygate num-4 run0 0.4468984 20271227
dataset_name-flowcyt_seed-42 cygate num-5 run0 0.5185215 20649785
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 0.7237632 21044883
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 0.4778355 20254822
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 0.4218852 20817600
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 0.4778178 20273915
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 0.6190180 20668387
dataset_name-flowcyt_seed-42 lda num-1 run0 0.6501860 20333767
dataset_name-flowcyt_seed-42 lda num-2 run0 0.6010731 19937763
dataset_name-flowcyt_seed-42 lda num-3 run0 0.6537476 20554679
dataset_name-flowcyt_seed-42 lda num-4 run0 0.6623581 19931427
dataset_name-flowcyt_seed-42 lda num-5 run0 0.6299401 20343658
dataset_name-flowcyt_seed-42 random num-1 run0 0.0730950 21044883
dataset_name-flowcyt_seed-42 random num-2 run0 0.0733799 20254822
dataset_name-flowcyt_seed-42 random num-3 run0 0.0733731 20817600
dataset_name-flowcyt_seed-42 random num-4 run0 0.0732508 20273915
dataset_name-flowcyt_seed-42 random num-5 run0 0.0728322 20668387

Per-population Metrics By Crossvalidation

dataset model crossvalidation run_id population_id population_name population f1 precision recall accuracy support n_cells support_fraction tp fp fn tn
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8826597 0.8597185 0.9068588 0.9068588 110209 2828901 0.0389582 99944 16308 10265 2702384
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.8640520 0.8604022 0.8677330 0.8677330 39201 2828901 0.0138573 34016 5519 5185 2784181
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7792235 0.8406667 0.7261501 0.7261501 15629 2828901 0.0055248 11349 2151 4280 2811121
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 4 Basophil Basophil 0.7561644 0.8027145 0.7147173 0.7147173 2317 2828901 0.0008190 1656 407 661 2826177
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6736718 0.6263703 0.7287009 0.7287009 186698 2828901 0.0659967 136047 81152 50651 2561051
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7103006 0.8492899 0.6104055 0.6104055 197223 2828901 0.0697172 120386 21363 76837 2610315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.4466782 0.4486494 0.4447243 0.4447243 7544 2828901 0.0026668 3355 4123 4189 2817234
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7118260 0.8432815 0.6158274 0.6158274 33701 2828901 0.0119131 20754 3857 12947 2791343
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7621899 0.6945558 0.8444172 0.8444172 207118 2828901 0.0732150 174894 76913 32224 2544870
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7325250 0.8553552 0.6405422 0.6405422 53998 2828901 0.0190880 34588 5849 19410 2769054
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8897785 0.9484132 0.8379718 0.8379718 166829 2828901 0.0589731 139798 7604 27031 2654468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7214577 0.6113230 0.8799958 0.8799958 28774 2828901 0.0101714 25321 16099 3453 2784028
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4722088 0.8654022 0.3246878 0.3246878 40753 2828901 0.0144059 13232 2058 27521 2786090
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.6293715 0.5770826 0.6920801 0.6920801 7437 2828901 0.0026289 5147 3772 2290 2817692
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9134405 0.9484017 0.8809652 0.8809652 173067 2828901 0.0611782 152466 8295 20601 2647539
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2570010 0.4121358 0.1867175 0.1867175 7348 2828901 0.0025975 1372 1957 5976 2819596
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6731523 0.5681724 0.8257185 0.8257185 100768 2828901 0.0356209 83206 63239 17562 2664894
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9378171 0.9828096 0.8967638 0.8967638 682164 2828901 0.2411410 611740 10700 70424 2136037
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5883927 0.4468657 0.8611173 0.8611173 26814 2828901 0.0094786 23090 28581 3724 2773506
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9151142 0.8827149 0.9499825 0.9499825 211586 2828901 0.0747944 201003 26707 10583 2590608
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.8000968 0.7535270 0.8528021 0.8528021 69770 2828901 0.0246633 59500 19462 10270 2739669
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9548025 0.9209409 0.9912492 0.9912492 31083 2828901 0.0109877 30811 2645 272 2795173
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 0.7989352 0.7883908 0.8097655 0.8097655 424944 2828901 0.1502152 344105 92360 80839 2311597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8918523 0.8840868 0.8997554 0.8997554 109971 2768169 0.0397270 98947 12973 11024 2645225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.8087369 0.6973224 0.9625239 0.9625239 38718 2768169 0.0139869 37267 16176 1451 2713275
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7169065 0.7868339 0.6583939 0.6583939 14868 2768169 0.0053711 9789 2652 5079 2750649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 4 Basophil Basophil 0.7543891 0.6172986 0.9697534 0.9697534 2149 2768169 0.0007763 2084 1292 65 2764728
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7323937 0.5871367 0.9731499 0.9731499 181489 2768169 0.0655628 176616 124193 4873 2462487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5847177 0.9605002 0.4202864 0.4202864 198103 2768169 0.0715646 83260 3424 114843 2566642
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3920722 0.3603036 0.4299847 0.4299847 7177 2768169 0.0025927 3086 5479 4091 2755513
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5957642 0.7472654 0.4953388 0.4953388 32824 2768169 0.0118577 16259 5499 16565 2729846
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7365888 0.7045020 0.7717379 0.7717379 206460 2768169 0.0745836 159333 66831 47127 2494878
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6745643 0.9847739 0.5129743 0.5129743 53837 2768169 0.0194486 27617 427 26220 2713905
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8975543 0.9423295 0.8568411 0.8568411 164726 2768169 0.0595072 141144 8638 23582 2594805
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7852323 0.8006196 0.7704253 0.7704253 28849 2768169 0.0104217 22226 5535 6623 2733785
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5846896 0.9002255 0.4329407 0.4329407 40576 2768169 0.0146581 17567 1947 23009 2725646
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.6727833 0.7182430 0.6327356 0.6327356 7417 2768169 0.0026794 4693 1841 2724 2758911
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9337823 0.9451798 0.9226564 0.9226564 172516 2768169 0.0623213 159173 9232 13343 2586421
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0040118 1.0000000 0.0020099 0.0020099 7463 2768169 0.0026960 15 0 7448 2760706
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 406 2768169 0.0001467 0 0 406 2767763
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7514590 0.8042296 0.7051871 0.7051871 98147 2768169 0.0354556 69212 16848 28935 2653174
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9609734 0.9757474 0.9466402 0.9466402 660160 2768169 0.2384825 624934 15533 35226 2092476
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) NA NA 0.0000000 0.0000000 27419 2768169 0.0099051 0 0 27419 2740750
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9177040 0.8728491 0.9674187 0.9674187 201189 2768169 0.0726794 194634 28353 6555 2538627
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7971960 0.8048788 0.7896586 0.7896586 66896 2768169 0.0241662 52825 12806 14071 2688467
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535366 0.9141052 0.9965233 0.9965233 30201 2768169 0.0109101 30096 2828 105 2735140
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 0.7733572 0.7094881 0.8498631 0.8498631 413143 2768169 0.1492478 351115 143770 62028 2211256
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8507876 0.8077023 0.8987286 0.8987286 111058 2830864 0.0392311 99811 23763 11247 2696043
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.8348430 0.7556592 0.9325641 0.9325641 39089 2830864 0.0138082 36453 11787 2636 2779988
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.8094486 0.7505800 0.8783373 0.8783373 15469 2830864 0.0054644 13587 4515 1882 2810880
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6870313 0.6796596 0.6945645 0.6945645 198952 2830864 0.0702796 138185 65130 60767 2566782
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3854632 0.2937053 0.5606041 0.5606041 7549 2830864 0.0026667 4232 10177 3317 2813138
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7085686 0.6383074 0.7962109 0.7962109 34045 2830864 0.0120264 27107 15360 6938 2781459
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6910371 0.5310317 0.9890476 0.9890476 208265 2830864 0.0735694 205984 181910 2281 2440689
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6362399 0.7441912 0.5556395 0.5556395 54242 2830864 0.0191609 30139 10360 24103 2766262
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7263707 0.5944927 0.9334379 0.9334379 165094 2830864 0.0583193 154105 105116 10989 2560654
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5642416 0.6406673 0.5041064 0.5041064 29101 2830864 0.0102799 14670 8228 14431 2793535
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4794550 0.7485331 0.3526769 0.3526769 40513 2830864 0.0143112 14288 4800 26225 2785551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5110305 0.5536164 0.4745283 0.4745283 7420 2830864 0.0026211 3521 2839 3899 2820605
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.6779099 0.9779322 0.5187586 0.5187586 173840 2830864 0.0614088 90181 2035 83659 2654989
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7754199 0.7090043 0.8555645 0.8555645 100197 2830864 0.0353945 85725 35184 14472 2695483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9640697 0.9685151 0.9596650 0.9596650 679484 2830864 0.2400271 652077 21198 27407 2130182
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.6702081 0.6440601 0.6985691 0.6985691 26278 2830864 0.0092827 18357 10145 7921 2794441
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8881133 0.8105280 0.9821241 0.9821241 211682 2830864 0.0747765 207898 48599 3784 2570583
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6018312 0.9430914 0.4419209 0.4419209 70800 2830864 0.0250100 31288 1888 39512 2758176
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9521502 0.9134052 0.9943279 0.9943279 31029 2830864 0.0109610 30853 2925 176 2796910
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 0.8062731 0.8240225 0.7892723 0.7892723 424339 2830864 0.1498973 334919 71525 89420 2335000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8945771 0.9050516 0.8843423 0.8843423 108994 2817387 0.0386862 96388 10112 12606 2698281
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.9010535 0.9111804 0.8911492 0.8911492 38392 2817387 0.0136268 34213 3335 4179 2775660
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7327746 0.7809417 0.6902041 0.6902041 15139 2817387 0.0053734 10449 2931 4690 2799317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7576152 0.6350598 0.9387840 0.9387840 196305 2817387 0.0696763 184288 105902 12017 2515180
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.4784374 0.4643974 0.4933528 0.4933528 7522 2817387 0.0026698 3711 4280 3811 2805585
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7403505 0.6053001 0.9529707 0.9529707 33915 2817387 0.0120377 32320 21075 1595 2762397
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7573311 0.6739698 0.8642244 0.8642244 206554 2817387 0.0733140 178509 86353 28045 2524480
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7116311 0.5925898 0.8905218 0.8905218 53755 2817387 0.0190797 47870 32911 5885 2730721
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6167509 0.4503794 0.9780428 0.9780428 167007 2817387 0.0592773 163340 199332 3667 2451048
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4880911 0.7366292 0.3649554 0.3649554 28946 2817387 0.0102741 10564 3777 18382 2784664
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4319974 0.4792699 0.3932130 0.3932130 37130 2817387 0.0131789 14600 15863 22530 2764394
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4093305 0.7108475 0.2874178 0.2874178 7296 2817387 0.0025896 2097 853 5199 2809238
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.5644927 0.9270479 0.4057929 0.4057929 171797 2817387 0.0609774 69714 5486 102083 2640104
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3244744 0.3922133 0.2766879 0.2766879 7391 2817387 0.0026234 2045 3169 5346 2806827
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7859018 0.8080256 0.7649572 0.7649572 100186 2817387 0.0355599 76638 18208 23548 2698993
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9669789 0.9588598 0.9752367 0.9752367 678706 2817387 0.2408991 661899 28399 16807 2110282
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5794438 0.7176854 0.4858572 0.4858572 27187 2817387 0.0096497 13209 5196 13978 2785004
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9018794 0.8727499 0.9330205 0.9330205 211647 2817387 0.0751217 197471 28792 14176 2576948
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6978083 0.9302851 0.5582920 0.5582920 70773 2817387 0.0251201 39512 2961 31261 2743653
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9541273 0.9196423 0.9912993 0.9912993 30917 2817387 0.0109736 30648 2678 269 2783792
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 0.7383989 0.7954839 0.6889583 0.6889583 422924 2817387 0.1501121 291377 74912 131547 2319551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8884593 0.8829816 0.8940055 0.8940055 110534 2800058 0.0394756 98818 13096 11716 2676428
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.8725020 0.8569308 0.8886495 0.8886495 38985 2800058 0.0139229 34644 5784 4341 2755289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7660786 0.8359227 0.7070060 0.7070060 15601 2800058 0.0055717 11030 2165 4571 2782292
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7371253 0.6157794 0.9180336 0.9180336 186247 2800058 0.0665154 170981 106685 15266 2507126
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6947407 0.6511167 0.7446299 0.7446299 199158 2800058 0.0711264 148299 79462 50859 2521438
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1149856 0.8932039 0.0614480 0.0614480 7486 2800058 0.0026735 460 55 7026 2792517
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7010755 0.7082065 0.6940867 0.6940867 33856 2800058 0.0120912 23499 9682 10357 2756520
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6372125 0.9447629 0.4807222 0.4807222 208815 2800058 0.0745752 100382 5869 108433 2585374
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7397748 0.8908821 0.6324941 0.6324941 54176 2800058 0.0193482 34266 4197 19910 2741685
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8984057 0.9085556 0.8884802 0.8884802 164464 2800058 0.0587359 146123 14707 18341 2620887
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7286488 0.6820283 0.7821105 0.7821105 29235 2800058 0.0104409 22865 10660 6370 2760163
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.6058479 0.7132274 0.5265704 0.5265704 38031 2800058 0.0135822 20026 8052 18005 2753975
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5880133 0.5566139 0.6231672 0.6231672 7502 2800058 0.0026792 4675 3724 2827 2788832
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9130982 0.9681836 0.8639436 0.8639436 172943 2800058 0.0617641 149413 4910 23530 2622205
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA 0.0000000 0.0000000 0.0000000 7480 2800058 0.0026714 0 4 7480 2792574
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7725075 0.7445789 0.8026129 0.8026129 98740 2800058 0.0352636 79250 27186 19490 2674132
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9662702 0.9492721 0.9838882 0.9838882 672490 2800058 0.2401700 661655 35358 10835 2092210
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5697355 0.8201678 0.4364643 0.4364643 27095 2800058 0.0096766 11826 2593 15269 2770370
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9023805 0.8513487 0.9599205 0.9599205 208760 2800058 0.0745556 200393 34990 8367 2556308
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6798139 0.9405135 0.5322736 0.5322736 70398 2800058 0.0251416 37471 2370 32927 2727290
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9529946 0.9226935 0.9853534 0.9853534 30997 2800058 0.0110701 30543 2559 454 2766502
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 0.8185490 0.7919746 0.8469688 0.8469688 410805 2800058 0.1467130 347939 91392 62866 2297861
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.7429944 0.6121453 0.9449907 0.9449907 108218 2732233 0.0396079 102265 64795 5953 2559220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.5835543 0.4229216 0.9409385 0.9409385 39061 2732233 0.0142964 36754 50151 2307 2643021
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7424384 0.6034681 0.9645640 0.9645640 13602 2732233 0.0049783 13120 8621 482 2710010
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 4 Basophil Basophil 0.7316426 0.5935987 0.9533477 0.9533477 2315 2732233 0.0008473 2207 1511 108 2728407
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0931887 0.4821938 0.0515784 0.0515784 186648 2732233 0.0683134 9627 10338 177021 2535247
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6435652 0.6135833 0.6766276 0.6766276 197036 2732233 0.0721154 133320 83961 63716 2451236
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0703643 0.0485476 0.1277926 0.1277926 7520 2732233 0.0027523 961 18834 6559 2705879
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.3641023 0.3954904 0.3373301 0.3373301 33694 2732233 0.0123320 11366 17373 22328 2681166
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6602571 0.4979160 0.9796696 0.9796696 206932 2732233 0.0757373 202725 204422 4207 2320879
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3656596 0.6771586 0.2504502 0.2504502 53859 2732233 0.0197124 13489 6431 40370 2671943
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8463631 0.9390469 0.7703315 0.7703315 164154 2732233 0.0600805 126453 8208 37701 2559871
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6781565 0.5595314 0.8606135 0.8606135 28690 2732233 0.0105006 24691 19437 3999 2684106
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4792726 0.3245713 0.9157480 0.9157480 40640 2732233 0.0148743 37216 77446 3424 2614147
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2576116 0.2583965 0.2568313 0.2568313 7429 2732233 0.0027190 1908 5476 5521 2719328
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8887543 0.9035602 0.8744258 0.8744258 171970 2732233 0.0629412 150375 16050 21595 2544213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3391 2732233 0.0012411 0 0 3391 2728842
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1782392 0.1172227 0.3717320 0.3717320 7344 2732233 0.0026879 2730 20559 4614 2704330
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 449 2732233 0.0001643 0 0 449 2731784
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6455097 0.5223508 0.8446628 0.8446628 100755 2732233 0.0368764 85104 77821 15651 2553657
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9277306 0.9830982 0.8782670 0.8782670 682009 2732233 0.2496160 598986 10298 83023 2039926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4098164 0.2709468 0.8407086 0.8407086 26756 2732233 0.0097927 22494 60526 4262 2644951
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8808305 0.8221885 0.9484802 0.9484802 211472 2732233 0.0773990 200577 43378 10895 2477383
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7985670 0.7526804 0.8504117 0.8504117 69591 2732233 0.0254704 59181 19446 10410 2643196
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9335584 0.8924223 0.9786700 0.9786700 31083 2732233 0.0113764 30420 3667 663 2697483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 0.1344760 0.6723444 0.0747094 0.0747094 337615 2732233 0.1235674 25223 12292 312392 2382326
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5364323 0.3729215 0.9552862 0.9552862 109966 2703551 0.0406747 105049 176643 4917 2416942
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.6838536 0.5283933 0.9689236 0.9689236 38711 2703551 0.0143186 37508 33477 1203 2631363
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7657512 0.6747784 0.8850761 0.8850761 14192 2703551 0.0052494 12561 6054 1631 2683305
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 4 Basophil Basophil 0.6889346 0.5364097 0.9626616 0.9626616 2089 2703551 0.0007727 2011 1738 78 2699724
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.5221318 0.5900547 0.4682323 0.4682323 179396 2703551 0.0663557 83999 58359 95397 2465796
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5789043 0.8540566 0.4378437 0.4378437 194574 2703551 0.0719698 85193 14558 109381 2494419
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2334846 0.1446743 0.6046695 0.6046695 6339 2703551 0.0023447 3833 22661 2506 2674551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5084981 0.5949985 0.4439562 0.4439562 30494 2703551 0.0112792 13538 9215 16956 2663842
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6750031 0.5244313 0.9468603 0.9468603 203012 2703551 0.0750909 192224 174314 10788 2326225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.1490012 0.5765952 0.0855549 0.0855549 52177 2703551 0.0192994 4464 3278 47713 2648096
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8849625 0.9591018 0.8214629 0.8214629 156242 2703551 0.0577914 128347 5473 27895 2541836
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7165824 0.7437474 0.6913318 0.6913318 28691 2703551 0.0106123 19835 6834 8856 2668026
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4690302 0.3113806 0.9500162 0.9500162 40113 2703551 0.0148372 38108 84276 2005 2579162
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1884438 0.1537869 0.2432652 0.2432652 7387 2703551 0.0027323 1797 9888 5590 2686276
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9107141 0.9056327 0.9158528 0.9158528 169251 2703551 0.0626032 155009 16152 14242 2518148
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3434 2703551 0.0012702 0 0 3434 2700117
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3313140 0.2428393 0.5212081 0.5212081 7450 2703551 0.0027556 3883 12107 3567 2683994
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118095 0.0062327 0.1122195 0.1122195 401 2703551 0.0001483 45 7175 356 2695975
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7479657 0.6630103 0.8578925 0.8578925 98144 2703551 0.0363019 84197 42795 13947 2562612
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9542914 0.9665804 0.9423109 0.9423109 659414 2703551 0.2439066 621373 21484 38041 2022653
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4924374 0.3892885 0.6699533 0.6699533 27384 2703551 0.0101289 18346 28781 9038 2647386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9086713 0.8597813 0.9634565 0.9634565 201048 2703551 0.0743644 193701 31590 7347 2470913
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7905927 0.8091887 0.7728323 0.7728323 66660 2703551 0.0246565 51517 12148 15143 2624743
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9345963 0.8799673 0.9964571 0.9964571 30201 2703551 0.0111709 30094 4105 107 2669245
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 0.0703175 0.4269238 0.0383140 0.0383140 376781 2703551 0.1393652 14436 19378 362345 2307392
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5242722 0.3588945 0.9723103 0.9723103 111052 2766411 0.0401430 107977 192883 3075 2462476
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.4252810 0.3820149 0.4795992 0.4795992 39018 2766411 0.0141042 18713 30272 20305 2697121
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7549510 0.6131568 0.9820537 0.9820537 13819 2766411 0.0049953 13571 8562 248 2744030
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2332 2766411 0.0008430 0 0 2332 2764079
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 183909 2766411 0.0664793 0 0 183909 2582502
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6480998 0.6256109 0.6722658 0.6722658 188897 2766411 0.0682823 126989 75995 61908 2501519
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.2310157 0.1405322 0.6486708 0.6486708 7335 2766411 0.0026514 4758 29099 2577 2729977
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6337012 0.5952596 0.6774506 0.6774506 34032 2766411 0.0123019 23055 15676 10977 2716703
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7003978 0.5442377 0.9822335 0.9822335 200771 2766411 0.0725745 197204 165145 3567 2400495
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.5346239 0.7157133 0.4266685 0.4266685 51199 2766411 0.0185074 21845 8677 29354 2706535
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8103172 0.7798767 0.8432306 0.8432306 161173 2766411 0.0582607 135906 38360 25267 2566878
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5950857 0.6309929 0.5630450 0.5630450 27980 2766411 0.0101142 15754 9213 12226 2729218
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5105170 0.4106139 0.6746640 0.6746640 40472 2766411 0.0146298 27305 39193 13167 2686746
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4505339 0.3346663 0.6891199 0.6891199 7408 2766411 0.0026778 5105 10149 2303 2748854
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8446869 0.9301071 0.7736368 0.7736368 157530 2766411 0.0569438 121871 9158 35659 2599723
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3325 2766411 0.0012019 0 0 3325 2763086
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7490 2766411 0.0027075 0 0 7490 2758921
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 454 2766411 0.0001641 0 0 454 2765957
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7144124 0.5974731 0.8882668 0.8882668 100194 2766411 0.0362180 88999 59960 11195 2606257
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9541266 0.9548051 0.9534491 0.9534491 679471 2766411 0.2456146 647841 30665 31630 2056275
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4455897 0.3459400 0.6258763 0.6258763 26248 2766411 0.0094881 16428 31060 9820 2709103
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8948095 0.8268915 0.9748829 0.9748829 211529 2766411 0.0764633 206216 43171 5313 2511711
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6294813 0.7092466 0.5658437 0.5658437 70394 2766411 0.0254460 39832 16329 30562 2679688
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9136546 0.8430747 0.9971317 0.9971317 31029 2766411 0.0112163 30940 5759 89 2729623
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 25 Ungated Ungated 0.2432438 0.6360668 0.1503750 0.1503750 409350 2766411 0.1479715 61556 35220 347794 2321841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8782655 0.8617986 0.8953740 0.8953740 108625 2717047 0.0399791 97260 15597 11365 2592825
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.8314510 0.8551594 0.8090217 0.8090217 38219 2717047 0.0140664 30920 5237 7299 2673591
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7467269 0.5982271 0.9932958 0.9932958 12977 2717047 0.0047761 12890 8657 87 2695413
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 177 2717047 0.0000651 0 0 177 2716870
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 186864 2717047 0.0687747 0 0 186864 2530183
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7032206 0.5634464 0.9352209 0.9352209 188672 2717047 0.0694401 176450 136712 12222 2391663
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1148189 0.1074200 0.1233125 0.1233125 7185 2717047 0.0026444 886 7362 6299 2702500
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6809563 0.5299625 0.9522721 0.9522721 32811 2717047 0.0120760 31245 27712 1566 2656524
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7273877 0.6165464 0.8868176 0.8868176 203044 2717047 0.0747297 180063 111988 22981 2402015
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0934724 0.4656357 0.0519505 0.0519505 52165 2717047 0.0191992 2710 3110 49455 2661772
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7031788 0.5697897 0.9181107 0.9181107 166029 2717047 0.0611064 152433 115092 13596 2435926
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5554867 0.6870054 0.4662324 0.4662324 28859 2717047 0.0106215 13455 6130 15404 2682058
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4260754 0.2948463 0.7678094 0.7678094 37017 2717047 0.0136240 28422 67974 8595 2612056
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4644410 0.4732704 0.4559350 0.4559350 7262 2717047 0.0026728 3311 3685 3951 2706100
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.6724458 0.9332774 0.5255621 0.5255621 171582 2717047 0.0631502 90177 6447 81405 2539018
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3376 2717047 0.0012425 0 0 3376 2713671
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3661567 0.2494829 0.6878283 0.6878283 6663 2717047 0.0024523 4583 13787 2080 2696597
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 237 2717047 0.0000872 0 0 237 2716810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7812029 0.7653642 0.7977111 0.7977111 100134 2717047 0.0368540 79878 24488 20256 2592425
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9655130 0.9580114 0.9731329 0.9731329 675102 2717047 0.2484690 656964 28794 18138 2013151
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5071627 0.3686792 0.8122670 0.8122670 26282 2717047 0.0096730 21348 36556 4934 2654209
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9251373 0.8711342 0.9862785 0.9862785 204059 2717047 0.0751032 201259 29772 2800 2483216
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.8095398 0.9104870 0.7287428 0.7287428 61344 2717047 0.0225775 44704 4395 16640 2651308
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9373935 0.8827709 0.9992217 0.9992217 30838 2717047 0.0113498 30814 4092 24 2682117
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 25 Ungated Ungated 0.6466260 0.9183677 0.4989797 0.4989797 367524 2717047 0.1352660 183387 16301 184137 2333222
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5716058 0.4112693 0.9368401 0.9368401 109674 2661403 0.0412091 102747 147082 6927 2404647
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.6346287 0.4730265 0.9639461 0.9639461 38914 2661403 0.0146216 37511 41789 1403 2580700
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7389668 0.5910597 0.9856054 0.9856054 12852 2661403 0.0048290 12667 8764 185 2639787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 1309 2661403 0.0004918 0 0 1309 2660094
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7205924 0.6287117 0.8439246 0.8439246 185231 2661403 0.0695990 156321 92316 28910 2383856
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5721316 0.7118152 0.4782767 0.4782767 197852 2661403 0.0743412 94628 38311 103224 2425240
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1558201 0.1202960 0.2211173 0.2211173 6838 2661403 0.0025693 1512 11057 5326 2643508
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6733510 0.5449645 0.8808732 0.8808732 32478 2661403 0.0122033 28609 23888 3869 2605037
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6679802 0.6350882 0.7044654 0.7044654 205492 2661403 0.0772119 144762 83178 60730 2372733
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3951311 0.6213795 0.2896629 0.2896629 53400 2661403 0.0200646 15468 9425 37932 2598578
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8557428 0.9549750 0.7751919 0.7751919 157352 2661403 0.0591237 121978 5751 35374 2498300
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3349665 0.5090540 0.2496058 0.2496058 29170 2661403 0.0109604 7281 7022 21889 2625211
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5834101 0.5463237 0.6258983 0.6258983 37431 2661403 0.0140644 23428 19455 14003 2604517
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5743108 0.4974680 0.6792299 0.6792299 7376 2661403 0.0027715 5010 5061 2366 2648966
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8647254 0.8271100 0.9059252 0.9059252 172820 2661403 0.0649357 156562 32726 16258 2455857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3349 2661403 0.0012584 0 0 3349 2658054
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2429754 0.1647157 0.4629161 0.4629161 5137 2661403 0.0019302 2378 12059 2759 2644207
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 183 2661403 0.0000688 0 0 183 2661220
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7423103 0.6744146 0.8254070 0.8254070 98532 2661403 0.0370226 81329 39263 17203 2523608
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9690578 0.9620554 0.9761628 0.9761628 666814 2661403 0.2505498 650919 25673 15895 1968916
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4577826 0.3746459 0.5883395 0.5883395 25402 2661403 0.0095446 14945 24946 10457 2611055
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8109059 0.8449572 0.7794928 0.7794928 193581 2661403 0.0727364 150895 27688 42686 2440134
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6642697 0.9101945 0.5229691 0.5229691 61648 2661403 0.0231637 32240 3181 29408 2596574
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9299139 0.8740846 0.9933616 0.9933616 30881 2661403 0.0116033 30676 4419 205 2626103
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 0.2480085 0.4452693 0.1718683 0.1718683 327687 2661403 0.1231257 56319 70164 271368 2263552
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8370097 0.7739807 0.9112141 0.9112141 110209 2828901 0.0389582 100424 29326 9785 2689366
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.6834808 0.5591218 0.8789827 0.8789827 39201 2828901 0.0138573 34457 27170 4744 2762530
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.3078242 0.7274678 0.1952140 0.1952140 15629 2828901 0.0055248 3051 1143 12578 2812129
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 4 Basophil Basophil 0.8016448 0.7336918 0.8834700 0.8834700 2317 2828901 0.0008190 2047 743 270 2825841
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6186804 0.5960405 0.6431081 0.6431081 186698 2828901 0.0659967 120067 81374 66631 2560829
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6128147 0.8495937 0.4792494 0.4792494 197223 2828901 0.0697172 94519 16733 102704 2614945
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3826651 0.2942057 0.5471898 0.5471898 7544 2828901 0.0026668 4128 9903 3416 2811454
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6392185 0.7139980 0.5786178 0.5786178 33701 2828901 0.0119131 19500 7811 14201 2787389
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7279471 0.6362884 0.8504572 0.8504572 207118 2828901 0.0732150 176145 100687 30973 2521096
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6884262 0.7547991 0.6327827 0.6327827 53998 2828901 0.0190880 34169 11100 19829 2763803
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8216069 0.8829791 0.7682118 0.7682118 166829 2828901 0.0589731 128160 16985 38669 2645087
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6238326 0.5152346 0.7904358 0.7904358 28774 2828901 0.0101714 22744 21399 6030 2778728
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4697836 0.7616663 0.3396314 0.3396314 40753 2828901 0.0144059 13841 4331 26912 2783817
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5193905 0.4181848 0.6852225 0.6852225 7437 2828901 0.0026289 5096 7090 2341 2814374
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8749409 0.8894374 0.8609094 0.8609094 173067 2828901 0.0611782 148995 18521 24072 2637313
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1194661 0.3270402 0.0730811 0.0730811 7348 2828901 0.0025975 537 1105 6811 2820448
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6259440 0.5149960 0.7978227 0.7978227 100768 2828901 0.0356209 80395 75713 20373 2652420
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9324430 0.9803212 0.8890238 0.8890238 682164 2828901 0.2411410 606460 12174 75704 2134563
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4193959 0.3427767 0.5401283 0.5401283 26814 2828901 0.0094786 14483 27769 12331 2774318
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8951906 0.8302197 0.9711937 0.9711937 211586 2828901 0.0747944 205491 42023 6095 2575292
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7594704 0.7880469 0.7328938 0.7328938 69770 2828901 0.0246633 51134 13753 18636 2745378
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9482574 0.9162667 0.9825628 0.9825628 31083 2828901 0.0109877 30541 2791 542 2795027
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 0.7223070 0.7420924 0.7035492 0.7035492 424944 2828901 0.1502152 298969 103904 125975 2300053
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8777133 0.9222887 0.8372480 0.8372480 109971 2768169 0.0397270 92073 7758 17898 2650440
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.7888229 0.6740149 0.9507723 0.9507723 38718 2768169 0.0139869 36812 17804 1906 2711647
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7161489 0.7864500 0.6573850 0.6573850 14868 2768169 0.0053711 9774 2654 5094 2750647
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 4 Basophil Basophil 0.6911917 0.5495743 0.9311308 0.9311308 2149 2768169 0.0007763 2001 1640 148 2764380
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6900221 0.5422992 0.9483550 0.9483550 181489 2768169 0.0655628 172116 145266 9373 2441414
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4724709 0.9735171 0.3119286 0.3119286 198103 2768169 0.0715646 61794 1681 136309 2568385
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3392337 0.2913874 0.4058799 0.4058799 7177 2768169 0.0025927 2913 7084 4264 2753908
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5255628 0.7847504 0.3950768 0.3950768 32824 2768169 0.0118577 12968 3557 19856 2731788
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6994280 0.6730633 0.7279425 0.7279425 206460 2768169 0.0745836 150291 73003 56169 2488706
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6956063 0.8262303 0.6006464 0.6006464 53837 2768169 0.0194486 32337 6801 21500 2707531
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8314056 0.9452560 0.7420322 0.7420322 164726 2768169 0.0595072 122232 7079 42494 2596364
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4903652 0.8480355 0.3448993 0.3448993 28849 2768169 0.0104217 9950 1783 18899 2737537
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.2888992 0.8065063 0.1759661 0.1759661 40576 2768169 0.0146581 7140 1713 33436 2725880
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5098282 0.5199776 0.5000674 0.5000674 7417 2768169 0.0026794 3709 3424 3708 2757328
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8956626 0.8558723 0.9393332 0.9393332 172516 2768169 0.0623213 162050 27289 10466 2568364
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0583979 0.8158845 0.0302827 0.0302827 7463 2768169 0.0026960 226 51 7237 2760655
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0047619 0.0714286 0.0024631 0.0024631 406 2768169 0.0001467 1 13 405 2767750
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7121732 0.6458299 0.7937074 0.7937074 98147 2768169 0.0354556 77900 42720 20247 2627302
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9480500 0.9767001 0.9210328 0.9210328 660160 2768169 0.2384825 608029 14505 52131 2093504
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0206872 0.5547025 0.0105401 0.0105401 27419 2768169 0.0099051 289 232 27130 2740518
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9078311 0.8498730 0.9742729 0.9742729 201189 2768169 0.0726794 196013 34625 5176 2532355
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7602427 0.7786450 0.7426901 0.7426901 66896 2768169 0.0241662 49683 14124 17213 2687149
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9494472 0.9053068 0.9981126 0.9981126 30201 2768169 0.0109101 30144 3153 57 2734815
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 0.7431467 0.6727178 0.8300467 0.8300467 413143 2768169 0.1492478 342928 166837 70215 2188189
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8254563 0.7632050 0.8987646 0.8987646 111058 2830864 0.0392311 99815 30969 11243 2688837
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.7849224 0.7334993 0.8440994 0.8440994 39089 2830864 0.0138082 32995 11988 6094 2779787
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6216240 0.5730257 0.6792294 0.6792294 15469 2830864 0.0054644 10507 7829 4962 2807566
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6139843 0.6689045 0.5673982 0.5673982 198952 2830864 0.0702796 112885 55876 86067 2576036
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3655867 0.2735886 0.5508014 0.5508014 7549 2830864 0.0026667 4158 11040 3391 2812275
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6675903 0.5804323 0.7855485 0.7855485 34045 2830864 0.0120264 26744 19332 7301 2777487
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6654515 0.5117940 0.9509615 0.9509615 208265 2830864 0.0735694 198052 188924 10213 2433675
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6437274 0.6660030 0.6228937 0.6228937 54242 2830864 0.0191609 33787 16944 20455 2759678
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6900926 0.5646081 0.8872945 0.8872945 165094 2830864 0.0583193 146487 112962 18607 2552808
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4896317 0.6864191 0.3805368 0.3805368 29101 2830864 0.0102799 11074 5059 18027 2796704
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4176926 0.6251107 0.3136277 0.3136277 40513 2830864 0.0143112 12706 7620 27807 2782731
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4162131 0.4440709 0.3916442 0.3916442 7420 2830864 0.0026211 2906 3638 4514 2819806
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7071238 0.9615967 0.5591521 0.5591521 173840 2830864 0.0614088 97203 3882 76637 2653142
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7269094 0.6559496 0.8150843 0.8150843 100197 2830864 0.0353945 81669 42836 18528 2687831
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9547624 0.9531136 0.9564169 0.9564169 679484 2830864 0.2400271 649870 31969 29614 2119411
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5386880 0.5686556 0.5117208 0.5117208 26278 2830864 0.0092827 13447 10200 12831 2794386
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8605870 0.7602975 0.9913550 0.9913550 211682 2830864 0.0747765 209852 66161 1830 2553021
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.5062006 0.8862311 0.3542797 0.3542797 70800 2830864 0.0250100 25083 3220 45717 2756844
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9422146 0.9007701 0.9876567 0.9876567 31029 2830864 0.0109610 30646 3376 383 2796459
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 0.7517030 0.7774309 0.7276234 0.7276234 424339 2830864 0.1498973 308759 88394 115580 2318131
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8699124 0.9026161 0.8394958 0.8394958 108994 2817387 0.0386862 91500 9872 17494 2698521
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.8756962 0.9055423 0.8477547 0.8477547 38392 2817387 0.0136268 32547 3395 5845 2775600
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6566948 0.7774666 0.5683995 0.5683995 15139 2817387 0.0053734 8605 2463 6534 2799785
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.7277189 0.6281539 0.8647920 0.8647920 196305 2817387 0.0696763 169763 100494 26542 2520588
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3940303 0.4256402 0.3667907 0.3667907 7522 2817387 0.0026698 2759 3723 4763 2806142
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6468923 0.5072728 0.8925549 0.8925549 33915 2817387 0.0120377 30271 29403 3644 2754069
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7556079 0.6659172 0.8732196 0.8732196 206554 2817387 0.0733140 180367 90488 26187 2520345
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6698933 0.5608089 0.8316622 0.8316622 53755 2817387 0.0190797 44706 35011 9049 2728621
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.5750727 0.4096649 0.9645045 0.9645045 167007 2817387 0.0592773 161079 232118 5928 2418262
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3348988 0.6511326 0.2254197 0.2254197 28946 2817387 0.0102741 6525 3496 22421 2784945
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3662461 0.5062251 0.2869109 0.2869109 37130 2817387 0.0131789 10653 10391 26477 2769866
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2703911 0.5221656 0.1824287 0.1824287 7296 2817387 0.0025896 1331 1218 5965 2808873
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.4023294 0.9369584 0.2561628 0.2561628 171797 2817387 0.0609774 44008 2961 127789 2642629
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2699642 0.3510178 0.2193208 0.2193208 7391 2817387 0.0026234 1621 2997 5770 2806999
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6969770 0.8486055 0.5913201 0.5913201 100186 2817387 0.0355599 59242 10569 40944 2706632
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9580922 0.9321303 0.9855416 0.9855416 678706 2817387 0.2408991 668893 48703 9813 2089978
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.2684773 0.4964764 0.1839850 0.1839850 27187 2817387 0.0096497 5002 5073 22185 2785127
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8301591 0.9001806 0.7702448 0.7702448 211647 2817387 0.0751217 163020 18077 48627 2587663
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.5614068 0.8261490 0.4251621 0.4251621 70773 2817387 0.0251201 30090 6332 40683 2740282
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9462189 0.9238544 0.9696930 0.9696930 30917 2817387 0.0109736 29980 2471 937 2783999
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 0.6756115 0.6509920 0.7021663 0.7021663 422924 2817387 0.1501121 296963 159207 125961 2235256
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.8638845 0.8251713 0.9064089 0.9064089 110534 2800058 0.0394756 100189 21227 10345 2668297
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.8507961 0.8483550 0.8532513 0.8532513 38985 2800058 0.0139229 33264 5946 5721 2755127
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6093750 0.7167750 0.5299660 0.5299660 15601 2800058 0.0055717 8268 3267 7333 2781190
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6631337 0.6105657 0.7256063 0.7256063 186247 2800058 0.0665154 135142 86197 51105 2527614
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6759632 0.5847472 0.8008968 0.8008968 199158 2800058 0.0711264 159505 113271 39653 2487629
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1205560 0.7620529 0.0654555 0.0654555 7486 2800058 0.0026735 490 153 6996 2792419
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6897798 0.6388329 0.7495569 0.7495569 33856 2800058 0.0120912 25377 14347 8479 2751855
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6307363 0.8874709 0.4892129 0.4892129 208815 2800058 0.0745752 102155 12953 106660 2578290
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6627907 0.8721687 0.5344802 0.5344802 54176 2800058 0.0193482 28956 4244 25220 2741638
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8559364 0.8239722 0.8904806 0.8904806 164464 2800058 0.0587359 146452 31287 18012 2604307
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5934247 0.4625325 0.8276381 0.8276381 29235 2800058 0.0104409 24196 28116 5039 2742707
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.6500156 0.6718390 0.6295654 0.6295654 38031 2800058 0.0135822 23943 11695 14088 2750332
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5460801 0.4733086 0.6452946 0.6452946 7502 2800058 0.0026792 4841 5387 2661 2787169
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8608645 0.9491652 0.7875948 0.7875948 172943 2800058 0.0617641 136209 7295 36734 2619820
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0074150 0.0847953 0.0038770 0.0038770 7480 2800058 0.0026714 29 313 7451 2792265
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7048315 0.7429078 0.6704679 0.6704679 98740 2800058 0.0352636 66202 22910 32538 2678408
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9550478 0.9190017 0.9940371 0.9940371 672490 2800058 0.2401700 668480 58918 4010 2068650
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4834207 0.5855515 0.4116258 0.4116258 27095 2800058 0.0096766 11153 7894 15942 2765069
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8998658 0.8381533 0.9713882 0.9713882 208760 2800058 0.0745556 202787 39158 5973 2552140
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7223006 0.8683371 0.6183130 0.6183130 70398 2800058 0.0251416 43528 6600 26870 2723060
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9391283 0.8973402 0.9849985 0.9849985 30997 2800058 0.0110701 30532 3493 465 2765568
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 0.7714714 0.8214436 0.7272307 0.7272307 410805 2800058 0.1467130 298750 64939 112055 2324314
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5301650 0.4726796 0.6035686 0.6035686 102449 2383256 0.0429870 61835 68983 40614 2211824
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.3559703 0.2308979 0.7766824 0.7766824 37328 2383256 0.0156626 28992 96570 8336 2249358
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6986936 0.5647776 0.9158545 0.9158545 14570 2383256 0.0061135 13344 10283 1226 2358403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 4 Basophil Basophil 0.4301557 0.2840891 0.8853813 0.8853813 2059 2383256 0.0008639 1823 4594 236 2376603
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3958596 0.5542478 0.3078771 0.3078771 110739 2383256 0.0464654 34094 27420 76645 2245097
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5125439 0.7141156 0.3997168 0.3997168 108049 2383256 0.0453367 43189 17290 64860 2257917
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0144262 0.0584071 0.0082294 0.0082294 4010 2383256 0.0016826 33 532 3977 2378714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5253900 0.4034971 0.7528058 0.7528058 21028 2383256 0.0088232 15830 23402 5198 2338826
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6900736 0.5660158 0.8837776 0.8837776 142408 2383256 0.0597535 125857 96499 16551 2144349
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6757969 0.6516321 0.7018230 0.7018230 36807 2383256 0.0154440 25832 13810 10975 2332639
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8361515 0.8523474 0.8205596 0.8205596 148038 2383256 0.0621159 121474 21043 26564 2214175
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3263544 0.2617167 0.4333919 0.4333919 21634 2383256 0.0090775 9376 26449 12258 2335173
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3764790 0.3629326 0.3910759 0.3910759 33684 2383256 0.0141336 13173 23123 20511 2326449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1076701 0.0592547 0.5885958 0.5885958 5384 2383256 0.0022591 3169 50312 2215 2327560
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7468755 0.8794275 0.6490476 0.6490476 149573 2383256 0.0627599 97080 13310 52493 2220373
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3197 2383256 0.0013414 0 0 3197 2380059
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.3099311 0.1991056 0.6990145 0.6990145 5987 2383256 0.0025121 4185 16834 1802 2360435
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 393 2383256 0.0001649 0 0 393 2382863
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3677814 0.5202425 0.2844277 0.2844277 90494 2383256 0.0379707 25739 23736 64755 2269026
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9305194 0.9358501 0.9252490 0.9252490 655296 2383256 0.2749583 606312 41561 48984 1686399
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3692438 0.2424319 0.7742300 0.7742300 24773 2383256 0.0103946 19180 59935 5593 2298548
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8620504 0.8121809 0.9184447 0.9184447 203359 2383256 0.0853282 186774 43192 16585 2136705
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7580908 0.6559900 0.8978329 0.8978329 62525 2383256 0.0262351 56137 29439 6388 2291292
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8852603 0.9043421 0.8669672 0.8669672 30173 2383256 0.0126604 26159 2767 4014 2350316
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 0.3842003 0.6570371 0.2714711 0.2714711 369299 2383256 0.1549557 100254 52331 269045 1961626
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5482235 0.4269155 0.7658359 0.7658359 104115 2354472 0.0442201 79735 107035 24380 2143322
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.3803937 0.3050452 0.5051758 0.5051758 36516 2354472 0.0155092 18447 42026 18069 2275930
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6917688 0.6002659 0.8161860 0.8161860 11615 2354472 0.0049332 9480 6313 2135 2336544
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 4 Basophil Basophil 0.2377427 0.1534839 0.5271170 0.5271170 2102 2354472 0.0008928 1108 6111 994 2346259
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3283471 0.4812185 0.2491866 0.2491866 139530 2354472 0.0592617 34769 37483 104761 2177459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.2368879 0.7106270 0.1421342 0.1421342 129427 2354472 0.0549707 18396 7491 111031 2217554
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) NA 0.0000000 0.0000000 0.0000000 3481 2354472 0.0014785 0 1 3481 2350990
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4985762 0.5261936 0.4737133 0.4737133 16263 2354472 0.0069073 7704 6937 8559 2331272
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6304023 0.4733028 0.9436055 0.9436055 183635 2354472 0.0779941 173279 192827 10356 1978010
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6062182 0.6213187 0.5918343 0.5918343 41956 2354472 0.0178197 24831 15134 17125 2297382
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7818496 0.8294128 0.7394456 0.7394456 141955 2354472 0.0602916 104968 21589 36987 2190928
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2311247 0.4186100 0.1596302 0.1596302 22715 2354472 0.0096476 3626 5036 19089 2326721
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3504081 0.3690499 0.3335589 0.3335589 33982 2354472 0.0144330 11335 19379 22647 2301111
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0787190 0.0427016 0.5028952 0.5028952 5699 2354472 0.0024205 2866 64251 2833 2284522
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7970142 0.8494192 0.7506997 0.7506997 160437 2354472 0.0681414 120440 21351 39997 2172684
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3213 2354472 0.0013646 0 0 3213 2351259
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1009220 0.0699501 0.1811138 0.1811138 6195 2354472 0.0026312 1122 14918 5073 2333359
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 0.0254196 0.4574780 0.4574780 341 2354472 0.0001448 156 5981 185 2348150
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.4088589 0.4224683 0.3960989 0.3960989 79465 2354472 0.0337507 31476 43029 47989 2231978
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9102742 0.9416969 0.8808809 0.8808809 605268 2354472 0.2570716 533169 33010 72099 1716194
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0004882 0.0895522 0.0002447 0.0002447 24515 2354472 0.0104121 6 61 24509 2329896
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8741607 0.8348091 0.9174058 0.9174058 175327 2354472 0.0744655 160846 31828 14481 2147317
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7992242 0.7098449 0.9143540 0.9143540 49798 2354472 0.0211504 45533 18612 4265 2286062
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8944247 0.8695693 0.9207427 0.9207427 29890 2354472 0.0126950 27521 4128 2369 2320454
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 0.4147571 0.5083344 0.3502761 0.3502761 347032 2354472 0.1473927 121557 117571 225475 1889869
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5075613 0.4587638 0.5679754 0.5679754 105244 2533024 0.0415488 59776 70522 45468 2357258
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.3586947 0.2426443 0.6875151 0.6875151 37173 2533024 0.0146753 25557 79770 11616 2416081
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6849991 0.5906402 0.8152392 0.8152392 13964 2533024 0.0055128 11384 7890 2580 2511170
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2221 2533024 0.0008768 0 0 2221 2530803
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 161559 2533024 0.0637811 0 0 161559 2371465
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4402187 0.4696531 0.4142562 0.4142562 161895 2533024 0.0639137 67066 75733 94829 2295396
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0045721 0.0204604 0.0025736 0.0025736 6217 2533024 0.0024544 16 766 6201 2526041
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.3993916 0.2702310 0.7650651 0.7650651 28659 2533024 0.0113141 21926 59212 6733 2445153
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.5970243 0.4691167 0.8208284 0.8208284 177210 2533024 0.0699599 145459 164611 31751 2191203
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.5224323 0.6604550 0.4321261 0.4321261 44207 2533024 0.0174523 19103 9821 25104 2478996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7134468 0.6145202 0.8503355 0.8503355 155882 2533024 0.0615399 132552 83148 23330 2293994
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.3218923 0.3258325 0.3180463 0.3180463 23811 2533024 0.0094002 7573 15669 16238 2493544
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4155070 0.4791893 0.3667654 0.3667654 30041 2533024 0.0118597 11018 11975 19023 2491008
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.2217452 0.2258911 0.2177487 0.2177487 4744 2533024 0.0018729 1033 3540 3711 2524740
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8012016 0.8533520 0.7550582 0.7550582 156478 2533024 0.0617752 118150 20304 38328 2356242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3262 2533024 0.0012878 0 0 3262 2529762
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 6173 2533024 0.0024370 0 0 6173 2526851
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 382 2533024 0.0001508 0 0 382 2532642
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.4142472 0.3846835 0.4487334 0.4487334 88108 2533024 0.0347837 39537 63241 48571 2381675
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9218843 0.9352207 0.9089229 0.9089229 645036 2533024 0.2546506 586288 40610 58748 1847378
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3833671 0.2662770 0.6842543 0.6842543 22838 2533024 0.0090161 15627 43060 7211 2467126
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8096955 0.7617194 0.8641214 0.8641214 197463 2533024 0.0779554 170632 53377 26831 2282184
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.4007052 0.4655188 0.3517337 0.3517337 57191 2533024 0.0225782 20116 23096 37075 2452737
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8925351 0.8149742 0.9864117 0.9864117 30909 2533024 0.0122024 30489 6922 420 2495193
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 0.4529154 0.6160218 0.3580999 0.3580999 372357 2533024 0.1470010 133341 83114 239016 2077553
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.6551466 0.6131138 0.7033667 0.7033667 95731 2351465 0.0407112 67334 42489 28397 2213245
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.4854313 0.4503170 0.5264848 0.5264848 33321 2351465 0.0141703 17543 21414 15778 2296730
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6854544 0.5935791 0.8109794 0.8109794 14591 2351465 0.0062051 11833 8102 2758 2328772
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2200 2351465 0.0009356 0 0 2200 2349265
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 136257 2351465 0.0579456 0 0 136257 2215208
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.5400989 0.4605254 0.6529152 0.6529152 146215 2351465 0.0621804 95466 111832 50749 2093418
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1160512 0.1040697 0.1311506 0.1311506 5284 2351465 0.0022471 693 5966 4591 2340215
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4031777 0.2806556 0.7155608 0.7155608 25320 2351465 0.0107678 18118 46438 7202 2279707
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.5406802 0.5042567 0.5827751 0.5827751 138834 2351465 0.0590415 80909 79543 57925 2133088
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7120868 0.6305999 0.8177585 0.8177585 42740 2351465 0.0181759 34951 20474 7789 2288251
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6283096 0.5083809 0.8222909 0.8222909 149272 2351465 0.0634804 122745 118698 26527 2083495
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.1174658 0.3909043 0.0691178 0.0691178 21514 2351465 0.0091492 1487 2317 20027 2327634
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3032495 0.2154586 0.5117794 0.5117794 28100 2351465 0.0119500 14381 52365 13719 2271000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0303087 0.1680498 0.0166564 0.0166564 4863 2351465 0.0020681 81 401 4782 2346201
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.5120941 0.9258316 0.3539294 0.3539294 127322 2351465 0.0541458 45063 3610 82259 2220533
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3151 2351465 0.0013400 0 0 3151 2348314
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2076453 0.1319200 0.4874593 0.4874593 6140 2351465 0.0026111 2993 19695 3147 2325630
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 432 2351465 0.0001837 0 0 432 2351033
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3731171 0.3640652 0.3826306 0.3826306 82087 2351465 0.0349089 31409 54864 50678 2214514
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.8952551 0.9386232 0.8557175 0.8557175 602353 2351465 0.2561607 515444 33705 86909 1715407
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4038398 0.2671018 0.8274253 0.8274253 24430 2351465 0.0103893 20214 55465 4216 2271570
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8317732 0.8219524 0.8418315 0.8418315 200122 2351465 0.0851052 168469 36493 31653 2114850
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.3431983 0.5423200 0.2510289 0.2510289 63658 2351465 0.0270716 15980 13486 47678 2274321
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8996110 0.8371075 0.9722014 0.9722014 30685 2351465 0.0130493 29832 5805 853 2314975
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 0.4994139 0.5329944 0.4698141 0.4698141 366843 2351465 0.1560061 172348 151010 194495 1833612
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.5491341 0.4043665 0.8553635 0.8553635 100037 2296980 0.0435515 85568 126042 14469 2070901
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.4627767 0.3689642 0.6205598 0.6205598 34514 2296980 0.0150258 21418 36631 13096 2225835
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7166684 0.5890417 0.9148980 0.9148980 14653 2296980 0.0063792 13406 9353 1247 2272974
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2076 2296980 0.0009038 0 0 2076 2294904
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3395797 0.4811680 0.2623737 0.2623737 123286 2296980 0.0536731 32347 34879 90939 2138815
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.3416090 0.5719310 0.2435351 0.2435351 117519 2296980 0.0511624 28620 21421 88899 2158040
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0833453 0.1830189 0.0539588 0.0539588 5393 2296980 0.0023479 291 1299 5102 2290288
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4784670 0.3248082 0.9080368 0.9080368 27511 2296980 0.0119770 24981 51929 2530 2217540
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6122598 0.5150451 0.7547116 0.7547116 136578 2296980 0.0594598 103077 97055 33501 2063347
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7256623 0.7083219 0.7438729 0.7438729 41741 2296980 0.0181721 31050 12786 10691 2242453
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.6952762 0.7178533 0.6740759 0.6740759 142300 2296980 0.0619509 95921 37701 46379 2116979
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2866822 0.1911426 0.5731740 0.5731740 22590 2296980 0.0098347 12948 54792 9642 2219598
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3828822 0.4485077 0.3340099 0.3340099 29559 2296980 0.0128686 9873 12140 19686 2255281
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1791635 0.2914399 0.1293368 0.1293368 4554 2296980 0.0019826 589 1432 3965 2290994
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7409178 0.7435189 0.7383348 0.7383348 156620 2296980 0.0681852 115638 39890 40982 2100470
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3196 2296980 0.0013914 0 0 3196 2293784
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2552995 0.1638762 0.5774442 0.5774442 4797 2296980 0.0020884 2770 14133 2027 2278050
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 294 2296980 0.0001280 0 0 294 2296686
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3950466 0.4625044 0.3447619 0.3447619 83971 2296980 0.0365571 28950 33644 55021 2179365
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9382228 0.9180462 0.9593062 0.9593062 637271 2296980 0.2774386 611338 54574 25933 1605135
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4237143 0.3169186 0.6390686 0.6390686 19325 2296980 0.0084132 12350 26619 6975 2251036
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8417640 0.8965130 0.7933172 0.7933172 182976 2296980 0.0796594 145158 16756 37818 2097248
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7171584 0.7810841 0.6629048 0.6629048 48823 2296980 0.0212553 32365 9071 16458 2239086
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9059099 0.8341453 0.9911854 0.9911854 30404 2296980 0.0132365 30136 5992 268 2260584
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 0.3416852 0.5198910 0.2544619 0.2544619 326992 2296980 0.1423574 83207 76840 243785 1893148
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0413629 0.0395542 0.0433449 0.0433449 110209 2828901 0.0389582 4777 115994 105432 2602698
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 0.0200605 0.0132956 0.0408408 0.0408408 39201 2828901 0.0138573 1601 118815 37600 2670885
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0101888 0.0057409 0.0452364 0.0452364 15629 2828901 0.0055248 707 122444 14922 2690828
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 4 Basophil Basophil 0.0018063 0.0009202 0.0487700 0.0487700 2317 2828901 0.0008190 113 122688 2204 2703896
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0523614 0.0651585 0.0437659 0.0437659 186698 2828901 0.0659967 8171 117231 178527 2524972
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0533023 0.0688736 0.0434736 0.0434736 197223 2828901 0.0697172 8574 115915 188649 2515763
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0046477 0.0024661 0.0402969 0.0402969 7544 2828901 0.0026668 304 122970 7240 2698387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0186165 0.0118205 0.0437969 0.0437969 33701 2828901 0.0119131 1476 123392 32225 2671808
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0543762 0.0734999 0.0431493 0.0431493 207118 2828901 0.0732150 8937 112655 198181 2509128
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0254641 0.0183450 0.0416127 0.0416127 53998 2828901 0.0190880 2247 120239 51751 2654664
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0502908 0.0590848 0.0437754 0.0437754 166829 2828901 0.0589731 7303 116299 159526 2545773
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0157351 0.0096875 0.0418781 0.0418781 28774 2828901 0.0101714 1205 123182 27569 2676945
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0229062 0.0153572 0.0450519 0.0450519 40753 2828901 0.0144059 1836 117717 38917 2670431
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0049537 0.0026257 0.0437004 0.0437004 7437 2828901 0.0026289 325 123453 7112 2698011
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0504380 0.0601018 0.0434514 0.0434514 173067 2828901 0.0611782 7520 117601 165547 2538233
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2828901 0.0012249 0 0 3465 2825436
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0052540 0.0027831 0.0468155 0.0468155 7348 2828901 0.0025975 344 123257 7004 2698296
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2828901 0.0001630 0 0 461 2828440
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394333 0.0361264 0.0434066 0.0434066 100768 2828901 0.0356209 4374 116701 96394 2611432
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0733639 0.2405279 0.0432828 0.0432828 682164 2828901 0.2411410 29526 93229 652638 2053508
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0158121 0.0096180 0.0444171 0.0444171 26814 2828901 0.0094786 1191 122639 25623 2679448
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0542888 0.0747239 0.0426304 0.0426304 211586 2828901 0.0747944 9020 111691 202566 2505624
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0316012 0.0244640 0.0446180 0.0446180 69770 2828901 0.0246633 3113 124135 66657 2634996
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0174607 0.0109939 0.0424026 0.0424026 31083 2828901 0.0109877 1318 118567 29765 2679251
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 25 Ungated Ungated 0.0680559 0.1505419 0.0439658 0.0439658 424944 2828901 0.1502152 18683 105422 406261 2298535
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0401311 0.0390820 0.0412381 0.0412381 109971 2768169 0.0397270 4535 111503 105436 2546695
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 0.0206820 0.0139114 0.0402913 0.0402913 38718 2768169 0.0139869 1560 110578 37158 2618873
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0084803 0.0047983 0.0364541 0.0364541 14868 2768169 0.0053711 542 112415 14326 2640886
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 0.0013917 0.0007088 0.0381573 0.0381573 2149 2768169 0.0007763 82 115612 2067 2650408
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0505662 0.0644190 0.0416168 0.0416168 181489 2768169 0.0655628 7553 109695 173936 2476985
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0531737 0.0718156 0.0422154 0.0422154 198103 2768169 0.0715646 8363 108088 189740 2461978
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0051509 0.0027328 0.0447262 0.0447262 7177 2768169 0.0025927 321 117140 6856 2643852
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0184339 0.0118316 0.0417073 0.0417073 32824 2768169 0.0118577 1369 114338 31455 2621007
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0530098 0.0747262 0.0410733 0.0410733 206460 2768169 0.0745836 8480 105001 197980 2456708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0270273 0.0196914 0.0430745 0.0430745 53837 2768169 0.0194486 2319 115448 51518 2598884
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0487768 0.0588321 0.0416571 0.0416571 164726 2768169 0.0595072 6862 109775 157864 2493668
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0170464 0.0105797 0.0438490 0.0438490 28849 2768169 0.0104217 1265 118304 27584 2621016
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0219691 0.0148662 0.0420692 0.0420692 40576 2768169 0.0146581 1707 113117 38869 2614476
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051400 0.0027355 0.0424700 0.0424700 7417 2768169 0.0026794 315 114837 7102 2645915
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0495863 0.0616302 0.0414802 0.0414802 172516 2768169 0.0623213 7156 108956 165360 2486697
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2768169 0.0012517 0 0 3465 2764704
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0054571 0.0029074 0.0443521 0.0443521 7463 2768169 0.0026960 331 113515 7132 2647191
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 0.0001208 0.0344828 0.0344828 406 2768169 0.0001467 14 115855 392 2651908
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0379422 0.0354156 0.0408571 0.0408571 98147 2768169 0.0354556 4010 109217 94137 2560805
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0718895 0.2390891 0.0423049 0.0423049 660160 2768169 0.2384825 27928 88882 632232 2019127
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0162821 0.0100604 0.0426711 0.0426711 27419 2768169 0.0099051 1170 115127 26249 2625623
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0533902 0.0733017 0.0419854 0.0419854 201189 2768169 0.0726794 8447 106789 192742 2460191
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0307793 0.0244718 0.0414674 0.0414674 66896 2768169 0.0241662 2774 110581 64122 2590692
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0179599 0.0113941 0.0423827 0.0423827 30201 2768169 0.0109101 1280 111059 28921 2626909
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 25 Ungated Ungated 0.0643259 0.1487706 0.0410342 0.0410342 413143 2768169 0.1492478 16953 97001 396190 2258025
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0440225 0.0395867 0.0495777 0.0495777 111058 2830864 0.0392311 5506 133581 105552 2586225
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2 B Cell (Memory) B Cell (Memory) 0.0214830 0.0136890 0.0498862 0.0498862 39089 2830864 0.0138082 1950 140500 37139 2651275
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100286 0.0055453 0.0523628 0.0523628 15469 2830864 0.0054644 810 145259 14659 2670136
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2830864 0.0008245 0 0 2334 2828530
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2830864 0.0666383 0 0 188644 2642220
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0580313 0.0705553 0.0492832 0.0492832 198952 2830864 0.0702796 9805 129164 189147 2502748
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0049660 0.0026159 0.0488806 0.0488806 7549 2830864 0.0026667 369 140692 7180 2682623
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196302 0.0121732 0.0506682 0.0506682 34045 2830864 0.0120264 1725 139980 32320 2656839
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0598303 0.0734343 0.0504790 0.0504790 208265 2830864 0.0735694 10513 132649 197752 2489950
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0276659 0.0190918 0.0502194 0.0502194 54242 2830864 0.0191609 2724 139955 51518 2636667
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0531173 0.0571768 0.0495960 0.0495960 165094 2830864 0.0583193 8188 135017 156906 2530753
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0179681 0.0108298 0.0527130 0.0527130 29101 2830864 0.0102799 1534 140112 27567 2661651
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0214988 0.0138922 0.0475156 0.0475156 40513 2830864 0.0143112 1925 136642 38588 2653709
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0049097 0.0025816 0.0500000 0.0500000 7420 2830864 0.0026211 371 143337 7049 2680107
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0553424 0.0623562 0.0497469 0.0497469 173840 2830864 0.0614088 8648 130039 165192 2526985
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2830864 0.0012240 0 0 3465 2827399
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) NA NA 0.0000000 0.0000000 7514 2830864 0.0026543 0 0 7514 2823350
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2830864 0.0001628 0 0 461 2830403
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0411704 0.0353256 0.0493328 0.0493328 100197 2830864 0.0353945 4943 134984 95254 2595683
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0835283 0.2390999 0.0506031 0.0506031 679484 2830864 0.2400271 34384 109422 645100 2041958
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0154962 0.0091637 0.0501560 0.0501560 26278 2830864 0.0092827 1318 142510 24960 2662076
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0602315 0.0755131 0.0500940 0.0500940 211682 2830864 0.0747765 10604 129822 201078 2489360
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0323436 0.0244562 0.0477401 0.0477401 70800 2830864 0.0250100 3380 134826 67420 2625238
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0189281 0.0115222 0.0529827 0.0529827 31029 2830864 0.0109610 1644 141037 29385 2658798
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 25 Ungated Ungated 0.0754669 0.1512961 0.0502711 0.0502711 424339 2830864 0.1498973 21332 119663 403007 2286862
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0425295 0.0384061 0.0476448 0.0476448 108994 2817387 0.0386862 5193 130020 103801 2578373
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 0.0218181 0.0139916 0.0495155 0.0495155 38392 2817387 0.0136268 1901 133966 36491 2645029
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100053 0.0055662 0.0494088 0.0494088 15139 2817387 0.0053734 748 133634 14391 2668614
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2817387 0.0008284 0 0 2334 2815053
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell NA NA 0.0000000 0.0000000 188644 2817387 0.0669571 0 0 188644 2628743
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0575188 0.0712255 0.0482362 0.0482362 196305 2817387 0.0696763 9469 123475 186836 2497607
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0055169 0.0029160 0.0510503 0.0510503 7522 2817387 0.0026698 384 131303 7138 2678562
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196801 0.0123851 0.0478844 0.0478844 33915 2817387 0.0120377 1624 129501 32291 2653971
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0574275 0.0724920 0.0475469 0.0475469 206554 2817387 0.0733140 9821 125656 196733 2485177
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0265409 0.0186077 0.0462655 0.0462655 53755 2817387 0.0190797 2487 131167 51268 2632465
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0535246 0.0594837 0.0486507 0.0486507 167007 2817387 0.0592773 8125 128467 158882 2521913
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165624 0.0100919 0.0461549 0.0461549 28946 2817387 0.0102741 1336 131047 27610 2657394
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0213557 0.0136167 0.0494748 0.0494748 37130 2817387 0.0131789 1837 133071 35293 2647186
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0053087 0.0027965 0.0522204 0.0522204 7296 2817387 0.0025896 381 135860 6915 2674231
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0533843 0.0608310 0.0475619 0.0475619 171797 2817387 0.0609774 8171 126152 163626 2519438
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2817387 0.0012299 0 0 3465 2813922
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0044596 0.0023559 0.0416723 0.0416723 7391 2817387 0.0026234 308 130430 7083 2679566
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2817387 0.0001636 0 0 461 2816926
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0403728 0.0355421 0.0467231 0.0467231 100186 2817387 0.0355599 4681 127022 95505 2590179
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0794701 0.2414059 0.0475640 0.0475640 678706 2817387 0.2408991 32282 101443 646424 2037238
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160322 0.0096336 0.0477434 0.0477434 27187 2817387 0.0096497 1298 133439 25889 2656761
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0591448 0.0754656 0.0486281 0.0486281 211647 2817387 0.0751217 10292 126088 201355 2479652
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0327571 0.0249543 0.0476594 0.0476594 70773 2817387 0.0251201 3373 131794 67400 2614820
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0185144 0.0113226 0.0507488 0.0507488 30917 2817387 0.0109736 1569 137004 29348 2649466
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 25 Ungated Ungated 0.0707747 0.1491396 0.0463960 0.0463960 422924 2817387 0.1501121 19622 111946 403302 2282517
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 0.0420243 0.0391647 0.0453345 0.0453345 110534 2800058 0.0394756 5011 122936 105523 2566588
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2 B Cell (Memory) B Cell (Memory) 0.0215639 0.0140788 0.0460434 0.0460434 38985 2800058 0.0139229 1795 125702 37190 2635371
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0097861 0.0055077 0.0438433 0.0438433 15601 2800058 0.0055717 684 123505 14917 2660952
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil NA NA 0.0000000 0.0000000 2334 2800058 0.0008336 0 0 2334 2797724
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0526407 0.0654197 0.0440383 0.0440383 186247 2800058 0.0665154 8202 117173 178045 2496638
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0544784 0.0703324 0.0444572 0.0444572 199158 2800058 0.0711264 8854 117034 190304 2483866
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0047493 0.0025181 0.0416778 0.0416778 7486 2800058 0.0026735 312 123590 7174 2668982
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0197996 0.0124903 0.0477316 0.0477316 33856 2800058 0.0120912 1616 127764 32240 2638438
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0563204 0.0743148 0.0453416 0.0453416 208815 2800058 0.0745752 9468 117936 199347 2473307
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0269833 0.0191949 0.0454076 0.0454076 54176 2800058 0.0193482 2460 125699 51716 2620183
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0516947 0.0587244 0.0461682 0.0461682 164464 2800058 0.0587359 7593 121706 156871 2513888
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165447 0.0101792 0.0441594 0.0441594 29235 2800058 0.0104409 1291 125536 27944 2645287
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0211181 0.0136759 0.0463306 0.0463306 38031 2800058 0.0135822 1762 127078 36269 2634949
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0052156 0.0027608 0.0470541 0.0470541 7502 2800058 0.0026792 353 127507 7149 2665049
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0537010 0.0630283 0.0467784 0.0467784 172943 2800058 0.0617641 8090 120265 164853 2506850
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris NA NA 0.0000000 0.0000000 3465 2800058 0.0012375 0 0 3465 2796593
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0050354 0.0026649 0.0455882 0.0455882 7480 2800058 0.0026714 341 127620 7139 2664958
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA 0.0000000 0.0000000 461 2800058 0.0001646 0 0 461 2799597
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0385197 0.0344875 0.0436196 0.0436196 98740 2800058 0.0352636 4307 120579 94433 2580739
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0764682 0.2407663 0.0454520 0.0454520 672490 2800058 0.2401700 30566 96387 641924 2031181
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160310 0.0097566 0.0449160 0.0449160 27095 2800058 0.0096766 1217 123519 25878 2649444
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0576132 0.0752209 0.0466852 0.0466852 208760 2800058 0.0745556 9746 119819 199014 2471479
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0324404 0.0250986 0.0458536 0.0458536 70398 2800058 0.0251416 3228 125385 67170 2604275
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0180934 0.0111775 0.0474562 0.0474562 30997 2800058 0.0110701 1471 130133 29526 2638928
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 25 Ungated Ungated 0.0677566 0.1453797 0.0441718 0.0441718 410805 2800058 0.1467130 18146 106672 392659 2282581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9947230 0.9915238 0.9979430 0.9979430 201263 1536957 0.1309490 200849 1717 414 1333977
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 2 CD19 CD19 0.9983666 0.9977000 0.9990342 0.9990342 174983 1536957 0.1138503 174814 403 169 1361571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 0.9228384 0.9147719 0.9310483 0.9310483 84697 1536957 0.0551069 78857 7347 5840 1444913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 0.9972212 0.9963771 0.9980667 0.9980667 686400 1536957 0.4465967 685073 2491 1327 848066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 0.9721645 0.9771502 0.9672295 0.9672295 199356 1536957 0.1297082 192823 4509 6533 1333092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 0.9875665 0.9933005 0.9818983 0.9818983 190258 1536957 0.1237888 186814 1260 3444 1345439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9942877 0.9900153 0.9985972 0.9985972 166811 1356644 0.1229586 166577 1680 234 1188153
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 0.9977809 0.9976261 0.9979358 0.9979358 128862 1356644 0.0949859 128596 306 266 1227476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 0.9514167 0.9639831 0.9391738 0.9391738 71844 1356644 0.0529572 67474 2521 4370 1282279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 0.9975929 0.9967745 0.9984127 0.9984127 605424 1356644 0.4462659 604463 1956 961 749264
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 0.9863669 0.9832570 0.9894965 0.9894965 201552 1356644 0.1485666 199435 3396 2117 1151696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 0.9882641 0.9935031 0.9830800 0.9830800 182151 1356644 0.1342659 179069 1171 3082 1173322
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9962692 0.9956501 0.9968891 0.9968891 154294 1408466 0.1095476 153814 672 480 1253500
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 2 CD19 CD19 0.9978303 0.9976239 0.9980369 0.9980369 159439 1408466 0.1132005 159126 379 313 1248648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 0.9329000 0.9628152 0.9047878 0.9047878 73604 1408466 0.0522583 66596 2572 7008 1332290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 0.9969598 0.9963597 0.9975606 0.9975606 661241 1408466 0.4694760 659628 2410 1613 744815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 0.9806560 0.9708047 0.9907093 0.9907093 182655 1408466 0.1296836 180958 5442 1697 1220369
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 0.9898504 0.9908689 0.9888339 0.9888339 177233 1408466 0.1258341 175254 1615 1979 1229618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9954069 0.9931234 0.9977010 0.9977010 177033 1421911 0.1245036 176626 1223 407 1243655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 2 CD19 CD19 0.9980679 0.9979843 0.9981515 0.9981515 173113 1421911 0.1217467 172793 349 320 1248449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 0.9452731 0.9630869 0.9281063 0.9281063 65416 1421911 0.0460057 60713 2327 4703 1354168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 0.9976161 0.9973668 0.9978656 0.9978656 669963 1421911 0.4711708 668533 1765 1430 750183
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 0.9856157 0.9784803 0.9928559 0.9928559 180849 1421911 0.1271873 179557 3949 1292 1237113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 0.9871937 0.9918741 0.9825572 0.9825572 155537 1421911 0.1093859 152824 1252 2713 1265122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9952271 0.9949792 0.9954752 0.9954752 204648 1404771 0.1456807 203722 1028 926 1199095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 2 CD19 CD19 0.9982240 0.9977503 0.9986982 0.9986982 162089 1404771 0.1153846 161878 365 211 1242317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 0.9608365 0.9743042 0.9477361 0.9477361 66853 1404771 0.0475900 63359 1671 3494 1336247
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 0.9978742 0.9973245 0.9984245 0.9984245 594739 1404771 0.4233708 593802 1593 937 808439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 0.9886490 0.9836938 0.9936544 0.9936544 184381 1404771 0.1312534 183211 3037 1170 1217353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 0.9887986 0.9912718 0.9863377 0.9863377 192061 1404771 0.1367205 189437 1668 2624 1211042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9771217 0.9630151 0.9916477 0.9916477 201263 1515011 0.1328459 199582 7665 1681 1306083
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 0.9903452 0.9813705 0.9994857 0.9994857 174982 1515011 0.1154988 174892 3320 90 1336709
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 0.6543811 0.6038113 0.7141957 0.7141957 76220 1515011 0.0503099 54436 35718 21784 1403073
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 0.9758199 0.9663753 0.9854509 0.9854509 674339 1515011 0.4451050 664528 23122 9811 817550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 0.8996683 0.9405898 0.8621591 0.8621591 198526 1515011 0.1310393 171161 10811 27365 1305674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 0.9382986 0.9933029 0.8890664 0.8890664 189681 1515011 0.1252011 168639 1137 21042 1324193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9415196 0.8992921 0.9879083 0.9879083 166643 1250408 0.1332709 164628 18436 2015 1065329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 0.9887492 0.9803543 0.9972892 0.9972892 128746 1250408 0.1029632 128397 2573 349 1119089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 0.3238955 0.3351264 0.3133929 0.3133929 49698 1250408 0.0397454 15575 30900 34123 1169810
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 0.9729140 0.9489411 0.9981296 0.9981296 575285 1250408 0.4600778 574209 30896 1076 644227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 0.8758003 0.9231759 0.8330498 0.8330498 185145 1250408 0.1480677 154235 12835 30910 1052428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 0.8965520 1.0000000 0.8125004 0.8125004 144891 1250408 0.1158750 117724 0 27167 1105517
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9116280 0.8539578 0.9776516 0.9776516 152360 1308093 0.1164749 148955 25474 3405 1130259
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 0.9826365 0.9661527 0.9996925 0.9996925 159327 1308093 0.1218010 159278 5580 49 1143186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 0.4042100 0.2949055 0.6422586 0.6422586 55610 1308093 0.0425123 35716 85394 19894 1167089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 0.9742478 0.9523585 0.9971670 0.9971670 634665 1308093 0.4851834 632867 31659 1798 641769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 0.6689407 0.9963346 0.5034936 0.5034936 170600 1308093 0.1304189 85896 316 84704 1137177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 0.8340868 1.0000000 0.7153935 0.7153935 135531 1308093 0.1036096 96958 0 38573 1172562
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9308500 0.8823303 0.9850165 0.9850165 176928 1392140 0.1270907 174277 23242 2651 1191970
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 0.9523602 0.9096459 0.9992837 0.9992837 173105 1392140 0.1243445 172981 17182 124 1201853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 0.7703721 0.7263780 0.8200390 0.8200390 62997 1392140 0.0452519 51660 19460 11337 1309683
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 0.9865384 0.9890114 0.9840777 0.9840777 667931 1392140 0.4797872 657296 7303 10635 716906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 0.9570228 0.9538900 0.9601763 0.9601763 180571 1392140 0.1297075 173380 8381 7191 1203188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 0.7893523 0.9873301 0.6575095 0.6575095 130608 1392140 0.0938182 85876 1102 44732 1260430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9576562 0.9279543 0.9893224 0.9893224 204634 1388241 0.1474052 202449 15718 2185 1167889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 0.9877271 0.9761987 0.9995311 0.9995311 162083 1388241 0.1167542 162007 3950 76 1222208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 0.7804275 0.7568986 0.8054662 0.8054662 59969 1388241 0.0431978 48303 15514 11666 1312758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 0.9751355 0.9725034 0.9777818 0.9777818 585512 1388241 0.4217654 572503 16187 13009 786542
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 0.9587474 0.9403074 0.9779252 0.9779252 184373 1388241 0.1328105 180303 11446 4070 1192422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 0.9038975 0.9938259 0.8288934 0.8288934 191670 1388241 0.1380668 158874 987 32796 1195584
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9862659 0.9826057 0.9899534 0.9899534 201263 1536957 0.1309490 199241 3527 2022 1332167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 0.9733959 0.9911156 0.9562986 0.9562986 174983 1536957 0.1138503 167336 1500 7647 1360474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 0.1344311 0.6274355 0.0752801 0.0752801 84697 1536957 0.0551069 6376 3786 78321 1448474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 0.9660111 0.9733441 0.9587879 0.9587879 686400 1536957 0.4465967 658112 18023 28288 832534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 0.8462223 0.7630474 0.9497482 0.9497482 199356 1536957 0.1297082 189338 58796 10018 1278805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 0.8826013 0.8048908 0.9769208 0.9769208 190258 1536957 0.1237888 185867 45055 4391 1301644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9762763 0.9792232 0.9733471 0.9733471 166811 1356644 0.1229586 162365 3445 4446 1186388
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 0.9768642 0.9811042 0.9726607 0.9726607 128862 1356644 0.0949859 125339 2414 3523 1225368
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 0.0860044 0.4015319 0.0481599 0.0481599 71844 1356644 0.0529572 3460 5157 68384 1279643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 0.9608850 0.9497724 0.9722608 0.9722608 605424 1356644 0.4462659 588630 31129 16794 720091
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 0.8710991 0.8192391 0.9299684 0.9299684 201552 1356644 0.1485666 187437 41357 14115 1113735
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 0.9082157 0.8558163 0.9674501 0.9674501 182151 1356644 0.1342659 176222 29689 5929 1144804
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9723233 0.9950476 0.9506138 0.9506138 154294 1408466 0.1095476 146674 730 7620 1253442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 0.9800488 0.9732148 0.9869793 0.9869793 159439 1408466 0.1132005 157363 4331 2076 1244696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 0.6845534 0.8215944 0.5866937 0.5866937 73604 1408466 0.0522583 43183 9377 30421 1325485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 0.9802625 0.9732118 0.9874161 0.9874161 661241 1408466 0.4694760 652920 17972 8321 729253
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 0.9308434 0.8753098 0.9939011 0.9939011 182655 1408466 0.1296836 181541 25861 1114 1199950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 0.9245778 0.9484969 0.9018354 0.9018354 177233 1408466 0.1258341 159835 8679 17398 1222554
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9655348 0.9755472 0.9557258 0.9557258 177033 1421911 0.1245036 169195 4241 7838 1240637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 0.9816245 0.9886792 0.9746697 0.9746697 173113 1421911 0.1217467 168728 1932 4385 1246866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 0.5946645 0.5849860 0.6046686 0.6046686 65416 1421911 0.0460057 39555 28062 25861 1328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 0.9746084 0.9609332 0.9886785 0.9886785 669963 1421911 0.4711708 662378 26929 7585 725019
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 0.8911214 0.9010729 0.8813872 0.8813872 180849 1421911 0.1271873 159398 17500 21451 1223562
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 0.9006644 0.9367678 0.8672406 0.8672406 155537 1421911 0.1093859 134888 9105 20649 1257269
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9840755 0.9910938 0.9771559 0.9771559 204648 1404771 0.1456807 199973 1797 4675 1198326
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 0.9887193 0.9903319 0.9871120 0.9871120 162089 1404771 0.1153846 160000 1562 2089 1241120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 0.2794689 0.6333756 0.1792889 0.1792889 66853 1404771 0.0475900 11986 6938 54867 1330980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 0.9814936 0.9800259 0.9829656 0.9829656 594739 1404771 0.4233708 584608 11915 10131 798117
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 0.8810266 0.8052131 0.9726002 0.9726002 184381 1404771 0.1312534 179329 43381 5052 1177009
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 0.9538249 0.9274997 0.9816881 0.9816881 192061 1404771 0.1367205 188544 14738 3517 1197972
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9463787 0.9837512 0.9117417 0.9117417 195891 1474730 0.1328318 178602 2950 17289 1275889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 0.9774295 0.9762517 0.9786102 0.9786102 173026 1474730 0.1173272 169325 4119 3701 1297585
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 0.3659617 0.4816722 0.2950764 0.2950764 64973 1474730 0.0440576 19172 20631 45801 1389126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 0.9775573 0.9767722 0.9783437 0.9783437 672507 1474730 0.4560204 657943 15646 14564 786577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 0.8713644 0.8304913 0.9164690 0.9164690 182543 1474730 0.1237806 167295 34146 15248 1258041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 0.8902125 0.8486977 0.9359976 0.9359976 185790 1474730 0.1259824 173899 31002 11891 1257938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.8995604 0.9855905 0.8273434 0.8273434 163857 1277454 0.1282684 135566 1982 28291 1111615
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 0.9558441 0.9856287 0.9278068 0.9278068 124998 1277454 0.0978493 115974 1691 9024 1150765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 0.2850560 0.3630349 0.2346532 0.2346532 55891 1277454 0.0437519 13115 23011 42776 1198552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 0.9636941 0.9372373 0.9916881 0.9916881 600822 1277454 0.4703277 595828 39900 4994 636732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 0.8264245 0.9040833 0.7610518 0.7610518 153142 1277454 0.1198806 116549 12365 36593 1111947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 0.8413835 0.7602191 0.9419505 0.9419505 178744 1277454 0.1399221 168368 53105 10376 1045605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8281595 0.9928605 0.7103267 0.7103267 148595 1336985 0.1111419 105551 759 43044 1187631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 0.9374637 0.9826028 0.8962897 0.8962897 153948 1336985 0.1151456 137982 2443 15966 1180594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 0.3313052 0.5192293 0.2432617 0.2432617 54057 1336985 0.0404320 13150 12176 40907 1270752
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 0.9122741 0.8444521 0.9919418 0.9919418 655604 1336985 0.4903600 650321 119789 5283 561592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 0.8369879 0.8613497 0.8139662 0.8139662 154988 1336985 0.1159235 126155 20307 28833 1161690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 0.7786890 0.8349601 0.7295236 0.7295236 169793 1336985 0.1269969 123868 24484 45925 1142708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8513848 0.9838679 0.7503466 0.7503466 172395 1366285 0.1261779 129356 2121 43039 1191769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 0.9521138 0.9727199 0.9323625 0.9323625 170719 1366285 0.1249512 159172 4464 11547 1191102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 0.3888540 0.4878497 0.3232577 0.3232577 52602 1366285 0.0385000 17004 17851 35598 1295832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 0.9119312 0.8494646 0.9843140 0.9843140 663587 1366285 0.4856871 653178 115751 10409 586947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 0.8149489 0.8639224 0.7712299 0.7712299 157914 1366285 0.1155791 121788 19183 36126 1189188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 0.7590468 0.8270486 0.7013779 0.7013779 149068 1366285 0.1091046 104553 21864 44515 1195353
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.9292426 0.9858577 0.8787769 0.8787769 201488 1306981 0.1541629 177063 2540 24425 1102953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 0.9655572 0.9767085 0.9546577 0.9546577 158792 1306981 0.1214953 151592 3615 7200 1144574
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 0.3499456 0.4763056 0.2765731 0.2765731 41320 1306981 0.0316148 11428 12565 29892 1253096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 0.9772565 0.9690092 0.9856454 0.9856454 582879 1306981 0.4459736 574512 18374 8367 705728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 0.8889454 0.8701146 0.9086093 0.9086093 138537 1306981 0.1059977 125876 18790 12661 1149654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 0.8775466 0.8220068 0.9411355 0.9411355 183965 1306981 0.1407557 173136 37490 10829 1085526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1463732 0.1304725 0.1666874 0.1666874 201263 1536957 0.1309490 33548 223579 167715 1112115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 0.1348630 0.1133601 0.1664333 0.1664333 174983 1536957 0.1138503 29123 227784 145860 1134190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 0.0821757 0.0547382 0.1647638 0.1647638 84697 1536957 0.0551069 13955 240986 70742 1211274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 0.2427033 0.4456275 0.1667643 0.1667643 686400 1536957 0.4465967 114467 142400 571933 708157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 0.1461014 0.1296958 0.1672586 0.1672586 199356 1536957 0.1297082 33344 223750 166012 1113851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 0.1412626 0.1235331 0.1649339 0.1649339 190258 1536957 0.1237888 31380 222641 158878 1124058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1405783 0.1226056 0.1647253 0.1647253 166811 1356644 0.1229586 27478 196639 139333 993194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 0.1220004 0.0959277 0.1675358 0.1675358 128862 1356644 0.0949859 21589 203466 107273 1024316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 0.0805449 0.0530061 0.1676410 0.1676410 71844 1356644 0.0529572 12044 215175 59800 1069625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 0.2427503 0.4456034 0.1668120 0.1668120 605424 1356644 0.4462659 100992 125649 504432 625571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 0.1558380 0.1471630 0.1655999 0.1655999 201552 1356644 0.1485666 33377 193426 168175 961666
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 0.1482932 0.1336940 0.1664718 0.1664718 182151 1356644 0.1342659 30323 196486 151828 978007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1322979 0.1099905 0.1659559 0.1659559 154294 1408466 0.1095476 25606 207196 128688 1046976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 0.1351334 0.1132671 0.1674622 0.1674622 159439 1408466 0.1132005 26700 209026 132739 1040001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 0.0785463 0.0516393 0.1639992 0.1639992 73604 1408466 0.0522583 12071 221685 61533 1113177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 0.1461974 0.1298590 0.1672388 0.1672388 182655 1408466 0.1296836 30547 204685 152108 1021126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 0.1443725 0.1265144 0.1681007 0.1681007 177233 1408466 0.1258341 29793 205698 147440 1025535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423277 0.1241649 0.1667147 0.1667147 177033 1421911 0.1245036 29514 208186 147519 1036692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 0.1405726 0.1214701 0.1668043 0.1668043 173113 1421911 0.1217467 28876 208845 144237 1039953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 0.0708711 0.0452977 0.1627583 0.1627583 65416 1421911 0.0460057 10647 224398 54769 1132097
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 0.2450692 0.4704230 0.1656942 0.1656942 669963 1421911 0.4711708 111009 124968 558954 626980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 0.1447668 0.1274036 0.1676094 0.1676094 180849 1421911 0.1271873 30312 207609 150537 1033453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 0.1324144 0.1095573 0.1673235 0.1673235 155537 1421911 0.1093859 26025 211522 129512 1054852
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1549904 0.1458013 0.1654157 0.1654157 204648 1404771 0.1456807 33852 198327 170796 1001796
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 0.1361848 0.1154275 0.1660446 0.1660446 162089 1404771 0.1153846 26914 206254 135175 1036428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 0.0739980 0.0475308 0.1669783 0.1669783 66853 1404771 0.0475900 11163 223695 55690 1114223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 0.2389606 0.4223630 0.1666126 0.1666126 594739 1404771 0.4233708 99091 135520 495648 674512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 0.1474037 0.1315054 0.1676745 0.1676745 184381 1404771 0.1312534 30916 204177 153465 1016213
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 0.1495820 0.1359522 0.1662493 0.1662493 192061 1404771 0.1367205 31930 202932 160131 1009778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9910913 0.9877943 0.9944103 0.9944103 201263 1536957 0.1309490 200138 2473 1125 1333221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 0.9902670 0.9862924 0.9942737 0.9942737 174983 1536957 0.1138503 173981 2418 1002 1359556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 3 CD3+ CD3+ 0.3129502 0.9328647 0.1880114 0.1880114 84697 1536957 0.0551069 15924 1146 68773 1451114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 4 CD4 CD4 0.9773144 0.9606376 0.9945804 0.9945804 686400 1536957 0.4465967 682680 27973 3720 822584
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 0.9020001 0.8272206 0.9916431 0.9916431 199356 1536957 0.1297082 197690 41291 1666 1296310
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 0.9662937 0.9638052 0.9687950 0.9687950 190258 1536957 0.1237888 184321 6922 5937 1339777
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9858704 0.9862710 0.9854702 0.9854702 210601 1471041 0.1431646 207541 2889 3060 1257551
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 2 CD19 CD19 0.9812201 0.9634293 0.9996802 0.9996802 175114 1471041 0.1190409 175058 6645 56 1289282
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 3 CD3+ CD3+ 0.1343686 0.8757079 0.0727670 0.0727670 82881 1471041 0.0563417 6031 856 76850 1387304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 0.9665455 0.9427875 0.9915319 0.9915319 607573 1471041 0.4130225 602428 36558 5145 826910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 0.9004984 0.8252494 0.9908473 0.9908473 198192 1471041 0.1347291 196378 41584 1814 1231265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 0.9627240 0.9666894 0.9587909 0.9587909 196680 1471041 0.1337012 188575 6498 8105 1267863
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9847085 0.9759077 0.9936695 0.9936695 166811 1356644 0.1229586 165755 4092 1056 1185741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 2 CD19 CD19 0.9867136 0.9752371 0.9984635 0.9984635 128862 1356644 0.0949859 128664 3267 198 1224515
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 3 CD3+ CD3+ 0.5408729 0.9442672 0.3789739 0.3789739 71844 1356644 0.0529572 27227 1607 44617 1283193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 0.9695681 0.9455440 0.9948449 0.9948449 605424 1356644 0.4462659 602303 34688 3121 716532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 0.9525379 0.9258510 0.9808089 0.9808089 201552 1356644 0.1485666 197684 15832 3868 1139260
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 0.9536005 0.9715995 0.9362562 0.9362562 182151 1356644 0.1342659 170540 4985 11611 1169508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9726052 0.9853179 0.9602165 0.9602165 177033 1421911 0.1245036 169990 2533 7043 1242345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 2 CD19 CD19 0.9876060 0.9864847 0.9887299 0.9887299 173113 1421911 0.1217467 171162 2345 1951 1246453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 0.7686240 0.8679067 0.6897242 0.6897242 65416 1421911 0.0460057 45119 6867 20297 1349628
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 4 CD4 CD4 0.9896499 0.9872640 0.9920473 0.9920473 669963 1421911 0.4711708 664635 8574 5328 743374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 0.9549379 0.9269663 0.9846502 0.9846502 180849 1421911 0.1271873 178073 14030 2776 1227032
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 0.9524768 0.9433294 0.9618033 0.9618033 155537 1421911 0.1093859 149596 8987 5941 1257387
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9012610 0.9644541 0.8458398 0.8458398 154294 1408466 0.1095476 130508 4810 23786 1249362
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 2 CD19 CD19 0.9868297 0.9764118 0.9974724 0.9974724 159439 1408466 0.1132005 159036 3842 403 1245185
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 3 CD3+ CD3+ 0.6654091 0.9089561 0.5247948 0.5247948 73604 1408466 0.0522583 38627 3869 34977 1330993
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 0.9750186 0.9537493 0.9972582 0.9972582 661241 1408466 0.4694760 659428 31978 1813 715247
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 0.9574569 0.9370735 0.9787468 0.9787468 182655 1408466 0.1296836 178773 12005 3882 1213806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 0.8934329 0.8733175 0.9144967 0.9144967 177233 1408466 0.1258341 162079 23511 15154 1207722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9745847 0.9610016 0.9885573 0.9885573 201263 1512289 0.1330850 198960 8074 2303 1302952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 2 CD19 CD19 0.9866480 0.9740166 0.9996114 0.9996114 174978 1512289 0.1157041 174910 4666 68 1332645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 0.6796450 0.6492615 0.7130119 0.7130119 76261 1512289 0.0504275 54375 29374 21886 1406654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 0.9751336 0.9723513 0.9779318 0.9779318 671010 1512289 0.4437049 656202 18659 14808 822620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 0.9142198 0.9150273 0.9134137 0.9134137 199050 1512289 0.1316217 181815 16884 17235 1296355
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 6 Ungated Ungated 0.9331662 0.9923502 0.8806443 0.8806443 189727 1512289 0.1254568 167082 1288 22645 1321274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9751968 0.9599281 0.9909592 0.9909592 210601 1447962 0.1454465 208697 8712 1904 1228649
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 2 CD19 CD19 0.9880453 0.9767163 0.9996402 0.9996402 175114 1447962 0.1209383 175051 4173 63 1268675
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 0.7081640 0.8180001 0.6243324 0.6243324 73400 1447962 0.0506919 45826 10196 27574 1364366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 0.9782065 0.9706365 0.9858954 0.9858954 596545 1447962 0.4119894 588131 17792 8414 833625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 0.9427503 0.9098050 0.9781711 0.9781711 196437 1447962 0.1356645 192149 19049 4288 1232476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 6 Ungated Ungated 0.9404921 0.9871483 0.8980471 0.8980471 195865 1447962 0.1352694 175896 2290 19969 1249807
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9247044 0.8628639 0.9960933 0.9960933 164847 1258469 0.1309901 164203 26097 644 1067525
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 0.9134810 0.8508980 0.9860006 0.9860006 128577 1258469 0.1021694 126777 22215 1800 1107677
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 0.2762170 0.5287743 0.1869327 0.1869327 48809 1258469 0.0387844 9124 8131 39685 1201529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 4 CD4 CD4 0.9733554 0.9506452 0.9971773 0.9971773 575326 1258469 0.4571634 573702 29785 1624 653358
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 0.9318021 0.9089175 0.9558688 0.9558688 186444 1258469 0.1481514 178216 17859 8228 1054166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 6 Ungated Ungated 0.7970922 0.9999707 0.6626507 0.6626507 154466 1258469 0.1227412 102357 3 52109 1104000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9221742 0.8714834 0.9791261 0.9791261 175434 1319896 0.1329150 171772 25331 3662 1119131
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 2 CD19 CD19 0.9826984 0.9666767 0.9992601 0.9992601 172993 1319896 0.1310656 172865 5959 128 1140944
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 0.6011269 0.5960383 0.6063030 0.6063030 43376 1319896 0.0328632 26299 17824 17077 1258696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 0.9925095 0.9938698 0.9911529 0.9911529 654791 1319896 0.4960929 648998 4003 5793 661102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 0.9057409 0.9025479 0.9089565 0.9089565 166327 1319896 0.1260152 151184 16324 15143 1137245
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 6 Ungated Ungated 0.8512925 0.9995714 0.7413227 0.7413227 106975 1319896 0.0810481 79303 34 27672 1212887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9182913 0.8636500 0.9803135 0.9803135 152389 1310508 0.1162824 149389 23585 3000 1134534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 2 CD19 CD19 0.9839131 0.9690960 0.9991904 0.9991904 159335 1310508 0.1215826 159206 5077 129 1146096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 0.5117205 0.3530624 0.9293477 0.9293477 56587 1310508 0.0431794 52589 96362 3998 1157559
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 0.9904552 0.9878720 0.9930520 0.9930520 643066 1310508 0.4906998 638598 7840 4468 659602
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 0.6251468 0.9966397 0.4553989 0.4553989 171285 1310508 0.1307012 78003 263 93282 1138960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 6 Ungated Ungated 0.8754759 0.9996385 0.7787494 0.7787494 127846 1310508 0.0975545 99560 36 28286 1182626
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.8760916 0.8746100 0.8775781 0.8775781 201263 1536957 0.1309490 176624 25322 24639 1310372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 0.7127080 0.6896084 0.7374088 0.7374088 174983 1536957 0.1138503 129034 58078 45949 1303896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 3 CD3+ CD3+ 0.0219648 0.6181462 0.0111810 0.0111810 84697 1536957 0.0551069 947 585 83750 1451675
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 4 CD4 CD4 0.8739329 0.8289547 0.9240720 0.9240720 686400 1536957 0.4465967 634283 130877 52117 719680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5 CD8 CD8 0.7527597 0.6982438 0.8165092 0.8165092 199356 1536957 0.1297082 162776 70346 36580 1267255
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 0.4499812 0.5140561 0.4001093 0.4001093 190258 1536957 0.1237888 76124 71961 114134 1274738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.8637777 0.8795389 0.8485715 0.8485715 210601 1471041 0.1431646 178710 24476 31891 1235964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 0.7161746 0.7474187 0.6874379 0.6874379 175114 1471041 0.1190409 120380 40681 54734 1255246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 3 CD3+ CD3+ 0.0005305 0.4074074 0.0002654 0.0002654 82881 1471041 0.0563417 22 32 82859 1388128
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 4 CD4 CD4 0.8440117 0.7622995 0.9453448 0.9453448 607573 1471041 0.4130225 574366 179099 33207 684369
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 0.7104492 0.8431021 0.6138643 0.6138643 198192 1471041 0.1347291 121663 22641 76529 1250208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 0.5336854 0.5179905 0.5503610 0.5503610 196680 1471041 0.1337012 108245 100726 88435 1173635
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.8471439 0.8376782 0.8568260 0.8568260 166811 1356644 0.1229586 142928 27696 23883 1162137
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 2 CD19 CD19 0.8868335 0.8982084 0.8757430 0.8757430 128862 1356644 0.0949859 112850 12789 16012 1214993
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 3 CD3+ CD3+ 0.0036298 0.3887240 0.0018234 0.0018234 71844 1356644 0.0529572 131 206 71713 1284594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 4 CD4 CD4 0.8909240 0.8385294 0.9503026 0.9503026 605424 1356644 0.4462659 575336 110789 30088 640431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5 CD8 CD8 0.7500445 0.8699476 0.6591897 0.6591897 201552 1356644 0.1485666 132861 19862 68691 1135230
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 0.5618636 0.5122742 0.6220828 0.6220828 182151 1356644 0.1342659 113313 107883 68838 1066610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.8559519 0.9604734 0.7719465 0.7719465 177033 1421911 0.1245036 136660 5624 40373 1239254
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 2 CD19 CD19 0.6099441 0.9367663 0.4521844 0.4521844 173113 1421911 0.1217467 78279 5284 94834 1243514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 3 CD3+ CD3+ 0.1014930 0.0672099 0.2071664 0.2071664 65416 1421911 0.0460057 13552 188085 51864 1168410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 0.6951388 0.9025339 0.5652491 0.5652491 669963 1421911 0.4711708 378696 40896 291267 711052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5 CD8 CD8 0.4276635 0.7438800 0.3000957 0.3000957 180849 1421911 0.1271873 54272 18686 126577 1222376
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 0.2540469 0.1663894 0.5368948 0.5368948 155537 1421911 0.1093859 83507 418370 72030 848004
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.7194221 0.9338837 0.5850649 0.5850649 154294 1408466 0.1095476 90272 6391 64022 1247781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 2 CD19 CD19 0.5849736 0.9345339 0.4257302 0.4257302 159439 1408466 0.1132005 67878 4755 91561 1244272
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 0.1538978 0.2811509 0.1059453 0.1059453 73604 1408466 0.0522583 7798 19938 65806 1314924
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 4 CD4 CD4 0.8382218 0.7631930 0.9296111 0.9296111 661241 1408466 0.4694760 614697 190731 46544 556494
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 0.6353441 0.5419564 0.7676165 0.7676165 182655 1408466 0.1296836 140209 118500 42446 1107311
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 6 Ungated Ungated 0.4248482 0.4680204 0.3889682 0.3889682 177233 1408466 0.1258341 68938 78359 108295 1152874
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9479357 0.9863473 0.9124036 0.9124036 195499 1394134 0.1402297 178374 2469 17125 1196166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 2 CD19 CD19 0.9741517 0.9736905 0.9746133 0.9746133 171980 1394134 0.1233597 167614 4529 4366 1217625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 0.2825648 0.3436685 0.2399093 0.2399093 51607 1394134 0.0370172 12381 23645 39226 1318882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 0.9636187 0.9626939 0.9645454 0.9645454 650973 1394134 0.4669372 627893 24332 23080 718829
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 0.8226327 0.8013365 0.8450917 0.8450917 143033 1394134 0.1025963 120876 29967 22157 1221134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 0.8815075 0.8356726 0.9326620 0.9326620 181042 1394134 0.1298598 168851 33203 12191 1179889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9420084 0.9838738 0.9035604 0.9035604 204864 1381663 0.1482735 185107 3034 19757 1173765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 0.9576733 0.9552922 0.9600662 0.9600662 172686 1381663 0.1249842 165790 7759 6896 1201218
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 0.2301923 0.4008975 0.1614470 0.1614470 61977 1381663 0.0448568 10006 14953 51971 1304733
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 4 CD4 CD4 0.9544770 0.9279014 0.9826198 0.9826198 602408 1381663 0.4360021 591938 45994 10470 733261
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 0.8335759 0.8963601 0.7790112 0.7790112 149270 1381663 0.1080365 116283 13445 32987 1218948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 0.8439490 0.7754691 0.9256949 0.9256949 190458 1381663 0.1378469 176306 51048 14152 1140157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8969233 0.9580217 0.8431508 0.8431508 163297 1295398 0.1260593 137684 6033 25613 1126068
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 2 CD19 CD19 0.9541436 0.9857611 0.9244913 0.9244913 124383 1295398 0.0960191 114991 1661 9392 1169354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 0.2488810 0.2731525 0.2285710 0.2285710 61062 1295398 0.0471376 13957 37139 47105 1197197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 4 CD4 CD4 0.9611404 0.9365390 0.9870692 0.9870692 600658 1295398 0.4636861 592891 40175 7767 654565
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 0.7768974 0.8816479 0.6943949 0.6943949 169382 1295398 0.1307567 117618 15789 51764 1110227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 0.8214202 0.7442794 0.9164006 0.9164006 176616 1295398 0.1363411 161851 55609 14765 1063173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8411570 0.9793006 0.7371692 0.7371692 172320 1364702 0.1262693 127029 2685 45291 1189697
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 0.9434226 0.9710124 0.9173572 0.9173572 171001 1364702 0.1253028 156869 4683 14132 1189018
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 0.3469938 0.4709904 0.2746796 0.2746796 52665 1364702 0.0385908 14466 16248 38199 1295789
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 4 CD4 CD4 0.8957675 0.8213270 0.9850466 0.9850466 663595 1364702 0.4862563 653672 142201 9923 558906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 0.7981978 0.8647281 0.7411735 0.7411735 156800 1364702 0.1148969 116216 18180 40584 1189722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 0.7264375 0.8422897 0.6386014 0.6386014 148321 1364702 0.1086838 94718 17735 53603 1198646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8375355 0.9826040 0.7297915 0.7297915 147908 1348638 0.1096721 107942 1911 39966 1198819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 0.9467440 0.9819843 0.9139455 0.9139455 153333 1348638 0.1136947 140138 2571 13195 1192734
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 0.2851613 0.4562549 0.2073907 0.2073907 59318 1348638 0.0439836 12302 14661 47016 1274659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 4 CD4 CD4 0.9317271 0.8837840 0.9851702 0.9851702 656042 1348638 0.4864478 646313 84989 9729 607607
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 0.8414136 0.7755021 0.9195698 0.9195698 165858 1348638 0.1229819 152518 44152 13340 1138628
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 0.7681049 0.8362347 0.7102402 0.7102402 166179 1348638 0.1232199 118027 23114 48152 1159345
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1460477 0.1301897 0.1663048 0.1663048 201263 1536957 0.1309490 33471 223623 167792 1112071
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 2 CD19 CD19 0.1354100 0.1137803 0.1671934 0.1671934 174983 1536957 0.1138503 29256 227871 145727 1134103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 0.2427033 0.4456275 0.1667643 0.1667643 686400 1536957 0.4465967 114467 142400 571933 708157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 0.1463096 0.1303596 0.1667068 0.1667068 199356 1536957 0.1297082 33234 221707 166122 1115894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 6 Ungated Ungated 0.1412626 0.1235331 0.1649339 0.1649339 190258 1536957 0.1237888 31380 222641 158878 1124058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1541540 0.1435551 0.1664427 0.1664427 210601 1471041 0.1431646 35053 209125 175548 1051315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 0.1397184 0.1196017 0.1679706 0.1679706 175114 1471041 0.1190409 29414 216519 145700 1079408
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 0.2374131 0.4121371 0.1667289 0.1667289 607573 1471041 0.4130225 101300 144492 506273 718976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 5 CD8 CD8 0.1489113 0.1351494 0.1657938 0.1657938 198192 1471041 0.1347291 32859 210272 165333 1062577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 6 Ungated Ungated 0.1497300 0.1347017 0.1685326 0.1685326 196680 1471041 0.1337012 33147 212930 163533 1061431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1405783 0.1226056 0.1647253 0.1647253 166811 1356644 0.1229586 27478 196639 139333 993194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 0.1208216 0.0947342 0.1667365 0.1667365 128862 1356644 0.0949859 21486 205317 107376 1022465
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 3 CD3+ CD3+ 0.0805449 0.0530061 0.1676410 0.1676410 71844 1356644 0.0529572 12044 215175 59800 1069625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 0.2427503 0.4456034 0.1668120 0.1668120 605424 1356644 0.4462659 100992 125649 504432 625571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 0.1577455 0.1489623 0.1676292 0.1676292 201552 1356644 0.1485666 33786 193023 167766 962069
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 0.1475420 0.1334785 0.1649181 0.1649181 182151 1356644 0.1342659 30040 195015 152111 979478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1418672 0.1237585 0.1661837 0.1661837 177033 1421911 0.1245036 29420 208301 147613 1036577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 0.1407710 0.1220204 0.1663307 0.1663307 173113 1421911 0.1217467 28794 207183 144319 1041615
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 3 CD3+ CD3+ 0.0725135 0.0462347 0.1680017 0.1680017 65416 1421911 0.0460057 10990 226710 54426 1129785
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 0.2462783 0.4704332 0.1668003 0.1668003 669963 1421911 0.4711708 111750 125797 558213 626151
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 0.1447668 0.1274036 0.1676094 0.1676094 180849 1421911 0.1271873 30312 207609 150537 1033453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 6 Ungated Ungated 0.1309021 0.1087622 0.1643596 0.1643596 155537 1421911 0.1093859 25564 209481 129973 1056893
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1322979 0.1099905 0.1659559 0.1659559 154294 1408466 0.1095476 25606 207196 128688 1046976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 0.1353666 0.1135145 0.1676378 0.1676378 159439 1408466 0.1132005 26728 208731 132711 1040296
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 0.0785463 0.0516393 0.1639992 0.1639992 73604 1408466 0.0522583 12071 221685 61533 1113177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 0.2457185 0.4682186 0.1665656 0.1665656 661241 1408466 0.4694760 110140 125092 551101 622133
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 0.1461969 0.1297396 0.1674359 0.1674359 182655 1408466 0.1296836 30583 205143 152072 1020668
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 6 Ungated Ungated 0.1443725 0.1265144 0.1681007 0.1681007 177233 1408466 0.1258341 29793 205698 147440 1025535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9925449 0.9898644 0.9952401 0.9952401 201263 1536957 0.1309490 200305 2051 958 1333643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 2 CD19 CD19 0.9952457 0.9921736 0.9983370 0.9983370 174983 1536957 0.1138503 174692 1378 291 1360596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 0.8702045 0.8856801 0.8552605 0.8552605 84697 1536957 0.0551069 72438 9350 12259 1442910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 0.9938519 0.9907089 0.9970149 0.9970149 686400 1536957 0.4465967 684351 6418 2049 844139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 0.9601413 0.9657125 0.9546339 0.9546339 199356 1536957 0.1297082 190312 6757 9044 1330844
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 0.9829546 0.9864747 0.9794595 0.9794595 190258 1536957 0.1237888 186350 2555 3908 1344144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9921982 0.9913398 0.9930580 0.9930580 210601 1471041 0.1431646 209139 1827 1462 1258613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 2 CD19 CD19 0.9949330 0.9913763 0.9985153 0.9985153 175114 1471041 0.1190409 174854 1521 260 1294406
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 0.8501643 0.9124486 0.7958398 0.7958398 82881 1471041 0.0563417 65960 6329 16921 1381831
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 0.9911571 0.9873553 0.9949883 0.9949883 607573 1471041 0.4130225 604528 7742 3045 855726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 0.9629444 0.9484011 0.9779406 0.9779406 198192 1471041 0.1347291 193820 10545 4372 1262304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 0.9841923 0.9890028 0.9794285 0.9794285 196680 1471041 0.1337012 192634 2142 4046 1272219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9921340 0.9873715 0.9969426 0.9969426 166811 1356644 0.1229586 166301 2127 510 1187706
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 2 CD19 CD19 0.9956318 0.9945563 0.9967097 0.9967097 128862 1356644 0.0949859 128438 703 424 1227079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 0.7879903 0.9160473 0.6913451 0.6913451 71844 1356644 0.0529572 49669 4552 22175 1280248
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 4 CD4 CD4 0.9860642 0.9751552 0.9972201 0.9972201 605424 1356644 0.4462659 603741 15382 1683 735838
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 0.9704132 0.9617478 0.9792361 0.9792361 201552 1356644 0.1485666 197367 7850 4185 1147242
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 0.9822784 0.9867323 0.9778645 0.9778645 182151 1356644 0.1342659 178119 2395 4032 1172098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9930679 0.9908175 0.9953286 0.9953286 177033 1421911 0.1245036 176206 1633 827 1243245
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 2 CD19 CD19 0.9954083 0.9940036 0.9968171 0.9968171 173113 1421911 0.1217467 172562 1041 551 1247757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 0.8877297 0.9235586 0.8545769 0.8545769 65416 1421911 0.0460057 55903 4627 9513 1351868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 0.9953515 0.9959412 0.9947624 0.9947624 669963 1421911 0.4711708 666454 2716 3509 749232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 0.9725964 0.9587582 0.9868398 0.9868398 180849 1421911 0.1271873 178469 7677 2380 1233385
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 0.9814870 0.9843878 0.9786032 0.9786032 155537 1421911 0.1093859 152209 2414 3328 1263960
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9912392 0.9936244 0.9888654 0.9888654 154294 1408466 0.1095476 152576 979 1718 1253193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 2 CD19 CD19 0.9952998 0.9931740 0.9974348 0.9974348 159439 1408466 0.1132005 159030 1093 409 1247934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 0.8777279 0.9367852 0.8256752 0.8256752 73604 1408466 0.0522583 60773 4101 12831 1330761
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 0.9947134 0.9929371 0.9964960 0.9964960 661241 1408466 0.4694760 658924 4687 2317 742538
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 0.9677692 0.9511215 0.9850100 0.9850100 182655 1408466 0.1296836 179917 9246 2738 1216565
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 0.9833085 0.9835667 0.9830506 0.9830506 177233 1408466 0.1258341 174229 2911 3004 1228322
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9767651 0.9607695 0.9933023 0.9933023 201263 1514020 0.1329329 199915 8163 1348 1304594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD19 CD19 0.9799047 0.9611026 0.9994571 0.9994571 174983 1514020 0.1155751 174888 7078 95 1331959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 0.7151915 0.6787847 0.7557251 0.7557251 76418 1514020 0.0504736 57751 27329 18667 1410273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 0.9782798 0.9754355 0.9811407 0.9811407 672772 1514020 0.4443614 660084 16623 12688 824625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 0.9350214 0.9617028 0.9097805 0.9097805 198926 1514020 0.1313893 180979 7207 17947 1307887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 6 Ungated Ungated 0.9496537 0.9923737 0.9104599 0.9104599 189658 1514020 0.1252678 172676 1327 16982 1323035
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9431868 0.8940853 0.9979948 0.9979948 209949 1351843 0.1553058 209528 24821 421 1117073
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 0.9413507 0.8948011 0.9930092 0.9930092 174800 1351843 0.1293050 173578 20407 1222 1156636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 0.4538749 0.3368603 0.6954531 0.6954531 61800 1351843 0.0457154 42979 84608 18821 1205435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 0.9790208 0.9628055 0.9957917 0.9957917 548444 1351843 0.4057010 546136 21098 2308 782301
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 0.7033576 0.9947251 0.5440101 0.5440101 183719 1351843 0.1359026 99945 530 83774 1167594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 6 Ungated Ungated 0.8509411 1.0000000 0.7405548 0.7405548 173131 1351843 0.1280703 128213 0 44918 1178712
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9455668 0.9093219 0.9848211 0.9848211 166811 1243004 0.1341999 164279 16382 2532 1059811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 2 CD19 CD19 0.9873050 0.9764542 0.9983997 0.9983997 128723 1243004 0.1035580 128517 3099 206 1111182
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 0.4198538 0.4750825 0.3761286 0.3761286 49398 1243004 0.0397408 18580 20529 30818 1173077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 0.9762688 0.9551114 0.9983848 0.9983848 573927 1243004 0.4617258 573000 26930 927 642147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 0.9091570 0.9308609 0.8884421 0.8884421 181547 1243004 0.1460550 161294 11980 20253 1049477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 6 Ungated Ungated 0.9073453 1.0000000 0.8304044 0.8304044 142598 1243004 0.1147205 118414 0 24184 1100406
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9354475 0.8792480 0.9993219 0.9993219 176957 1398810 0.1265054 176837 24286 120 1197567
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 0.9264675 0.8675554 0.9939633 0.9939633 173109 1398810 0.1237545 172064 26268 1045 1199433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 0.7904771 0.7624590 0.8206331 0.8206331 62269 1398810 0.0445157 51100 15920 11169 1320621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 0.9886281 0.9904236 0.9868392 0.9868392 666752 1398810 0.4766566 657977 6362 8775 725696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 0.9570338 0.9509317 0.9632148 0.9632148 180616 1398810 0.1291212 173972 8977 6644 1209217
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 6 Ungated Ungated 0.7501539 0.9885710 0.6043909 0.6043909 139107 1398810 0.0994467 84075 972 55032 1258731
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9163087 0.8621828 0.9776855 0.9776855 152502 1307956 0.1165957 149099 23833 3403 1131621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 2 CD19 CD19 0.9825940 0.9661527 0.9996046 0.9996046 159341 1307956 0.1218244 159278 5580 63 1143035
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 0.5815653 0.4132644 0.9811267 0.9811267 52720 1307956 0.0403072 51725 73437 995 1181799
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 0.9944034 0.9925041 0.9963100 0.9963100 643089 1307956 0.4916748 640716 4839 2373 660028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 0.7377665 0.9970330 0.5855113 0.5855113 171030 1307956 0.1307613 100140 298 70890 1136628
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 6 Ungated Ungated 0.8674333 1.0000000 0.7659003 0.7659003 129274 1307956 0.0988367 99011 0 30263 1178682
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9519720 0.9576778 0.9463339 0.9463339 201263 1536957 0.1309490 190462 8417 10801 1327277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 0.9442126 0.9545263 0.9341193 0.9341193 174983 1536957 0.1138503 163455 7787 11528 1354187
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD3+ CD3+ 0.0497900 0.8146067 0.0256798 0.0256798 84697 1536957 0.0551069 2175 495 82522 1451765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD4 CD4 0.9522764 0.9273830 0.9785431 0.9785431 686400 1536957 0.4465967 671672 52594 14728 797963
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 0.8601751 0.8026716 0.9265535 0.9265535 199356 1536957 0.1297082 184714 45410 14642 1292191
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 Ungated Ungated 0.8055465 0.7680717 0.8468658 0.8468658 190258 1536957 0.1237888 161123 48653 29135 1298046
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9172813 0.8673824 0.9732717 0.9732717 210601 1471041 0.1431646 204972 31339 5629 1229101
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 0.9445590 0.9131775 0.9781742 0.9781742 175114 1471041 0.1190409 171292 16286 3822 1279641
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD3+ CD3+ 0.1353535 0.4606923 0.0793306 0.0793306 82881 1471041 0.0563417 6575 7697 76306 1380463
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD4 CD4 0.9432034 0.9059142 0.9836941 0.9836941 607573 1471041 0.4130225 597666 62072 9907 801396
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 0.8463493 0.8233857 0.8706305 0.8706305 198192 1471041 0.1347291 172552 37012 25640 1235837
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 0.7670170 0.8446246 0.7024710 0.7024710 196680 1471041 0.1337012 138162 25416 58518 1248945
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9388818 0.9140413 0.9651102 0.9651102 166811 1356644 0.1229586 160991 15140 5820 1174693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 2 CD19 CD19 0.9685591 0.9659537 0.9711785 0.9711785 128862 1356644 0.0949859 125148 4411 3714 1223371
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 0.3002463 0.3295188 0.2757502 0.2757502 71844 1356644 0.0529572 19811 40310 52033 1244490
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 4 CD4 CD4 0.9613870 0.9340328 0.9903919 0.9903919 605424 1356644 0.4462659 599607 42348 5817 708872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 0.8104687 0.8863481 0.7465567 0.7465567 201552 1356644 0.1485666 150470 19294 51082 1135798
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 0.8774611 0.8849001 0.8701462 0.8701462 182151 1356644 0.1342659 158498 20616 23653 1153877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.8534166 0.7976313 0.9175916 0.9175916 177033 1421911 0.1245036 162444 41214 14589 1203664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 2 CD19 CD19 0.9554375 0.9431715 0.9680267 0.9680267 173113 1421911 0.1217467 167578 10097 5535 1238701
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 0.2548088 0.3022851 0.2202214 0.2202214 65416 1421911 0.0460057 14406 33251 51010 1323244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 0.8939244 0.9481063 0.8456004 0.8456004 669963 1421911 0.4711708 566521 31008 103442 720940
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 0.8546661 0.8079238 0.9071491 0.9071491 180849 1421911 0.1271873 164057 39003 16792 1202059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 0.5671790 0.5129256 0.6342671 0.6342671 155537 1421911 0.1093859 98652 93680 56885 1172694
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.8716177 0.9960012 0.7748519 0.7748519 154294 1408466 0.1095476 119555 480 34739 1253692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 0.9501203 0.9417604 0.9586299 0.9586299 159439 1408466 0.1132005 152843 9452 6596 1239575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 3 CD3+ CD3+ 0.4262523 0.3892275 0.4710614 0.4710614 73604 1408466 0.0522583 34672 54407 38932 1280455
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 4 CD4 CD4 0.9410866 0.9031502 0.9823499 0.9823499 661241 1408466 0.4694760 649570 69657 11671 677568
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 0.7905338 0.8524300 0.7370179 0.7370179 182655 1408466 0.1296836 134620 23305 48035 1202506
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 0.7719925 0.8138207 0.7342538 0.7342538 177233 1408466 0.1258341 130134 29771 47099 1201462
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9438620 0.9889305 0.9027222 0.9027222 195358 1487478 0.1313351 176354 1974 19004 1290146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 2 CD19 CD19 0.9773684 0.9775293 0.9772075 0.9772075 173171 1487478 0.1164192 169224 3890 3947 1310417
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 0.3708703 0.4663830 0.3078287 0.3078287 70510 1487478 0.0474024 21705 24834 48805 1392134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 0.9776704 0.9784849 0.9768571 0.9768571 672648 1487478 0.4522070 657081 14448 15567 800382
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 0.8567117 0.8181530 0.8990846 0.8990846 189426 1487478 0.1273471 170310 37854 19116 1260198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 0.8842640 0.8348697 0.9398707 0.9398707 186365 1487478 0.1252892 175159 34645 11206 1266468
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9468785 0.9927396 0.9050676 0.9050676 205915 1378493 0.1493769 186367 1363 19548 1171215
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 0.9714687 0.9711148 0.9718229 0.9718229 171416 1378493 0.1243503 166586 4955 4830 1202122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 0.2308155 0.4221907 0.1588226 0.1588226 58027 1378493 0.0420945 9216 12613 48811 1307853
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 4 CD4 CD4 0.9603657 0.9433156 0.9780434 0.9780434 599001 1378493 0.4345332 585849 35204 13152 744288
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 0.8590977 0.8772191 0.8417098 0.8417098 154103 1378493 0.1117909 129710 18155 24393 1206235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 0.8377705 0.7672874 0.9225126 0.9225126 190031 1378493 0.1378542 175306 53169 14725 1135293
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.9017971 0.9831625 0.8328697 0.8328697 163914 1286106 0.1274498 136519 2338 27395 1119854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 2 CD19 CD19 0.9560505 0.9862939 0.9276067 0.9276067 125053 1286106 0.0972338 116000 1612 9053 1159441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 0.2926934 0.3394780 0.2572420 0.2572420 58202 1286106 0.0452544 14972 29131 43230 1198773
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 4 CD4 CD4 0.9653262 0.9416578 0.9902150 0.9902150 601021 1286106 0.4673184 595140 36873 5881 648212
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 0.8160412 0.9021025 0.7449704 0.7449704 158958 1286106 0.1235963 118419 12851 40539 1114297
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 0.8391237 0.7573959 0.9406229 0.9406229 178958 1286106 0.1391472 168332 53919 10626 1053229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8510316 0.9868631 0.7480679 0.7480679 172221 1368039 0.1258890 128833 1715 43388 1194103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 0.9523379 0.9727532 0.9327620 0.9327620 170707 1368039 0.1247823 159229 4460 11478 1192872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 0.3966159 0.4732360 0.3413491 0.3413491 53561 1368039 0.0391517 18283 20351 35278 1294127
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 4 CD4 CD4 0.9090500 0.8448809 0.9837677 0.9837677 663924 1368039 0.4853107 653147 119917 10777 584198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 0.8048889 0.8617648 0.7550558 0.7550558 158779 1368039 0.1160632 119887 19231 38892 1190029
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 0.7510420 0.8300050 0.6857982 0.6857982 148847 1368039 0.1088032 102079 20907 46768 1198285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8242993 0.9849478 0.7087067 0.7087067 149207 1343879 0.1110271 105744 1616 43463 1193056
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 0.9390874 0.9840902 0.8980206 0.8980206 153737 1343879 0.1143979 138059 2232 15678 1187910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 0.3440303 0.5146253 0.2583792 0.2583792 55972 1343879 0.0416496 14462 13640 41510 1274267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 4 CD4 CD4 0.9177744 0.8552209 0.9902008 0.9902008 655767 1343879 0.4879658 649341 109926 6426 578186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 0.8645631 0.8631602 0.8659706 0.8659706 159092 1343879 0.1183827 137769 21841 21323 1162946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 0.7811231 0.8356974 0.7332397 0.7332397 170104 1343879 0.1265769 124727 24522 45377 1149253
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1460477 0.1301897 0.1663048 0.1663048 201263 1536957 0.1309490 33471 223623 167792 1112071
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 2 CD19 CD19 0.1355424 0.1139383 0.1672562 0.1672562 174983 1536957 0.1138503 29267 227600 145716 1134374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 4 CD4 CD4 0.2412090 0.4464946 0.1652375 0.1652375 686400 1536957 0.4465967 113419 140602 572981 709955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 0.1463096 0.1303596 0.1667068 0.1667068 199356 1536957 0.1297082 33234 221707 166122 1115894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 0.1415962 0.1231843 0.1664792 0.1664792 190258 1536957 0.1237888 31674 225453 158584 1121246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1541540 0.1435551 0.1664427 0.1664427 210601 1471041 0.1431646 35053 209125 175548 1051315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 0.1388766 0.1189095 0.1669027 0.1669027 175114 1471041 0.1190409 29227 216565 145887 1079362
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 4 CD4 CD4 0.2361197 0.4130859 0.1653036 0.1653036 607573 1471041 0.4130225 100434 142697 507139 720771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 0.1500073 0.1354475 0.1680744 0.1680744 198192 1471041 0.1347291 33311 212622 164881 1060227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 6 Ungated Ungated 0.1497300 0.1347017 0.1685326 0.1685326 196680 1471041 0.1337012 33147 212930 163533 1061431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1406585 0.1220542 0.1659543 0.1659543 166811 1356644 0.1229586 27683 199126 139128 990707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 0.1220004 0.0959277 0.1675358 0.1675358 128862 1356644 0.0949859 21589 203466 107273 1024316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 4 CD4 CD4 0.2413552 0.4466729 0.1653502 0.1653502 605424 1356644 0.4462659 100107 124010 505317 627210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 0.1574430 0.1487286 0.1672422 0.1672422 201552 1356644 0.1485666 33708 192933 167844 962159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 6 Ungated Ungated 0.1498986 0.1350327 0.1684427 0.1684427 182151 1356644 0.1342659 30682 196537 151469 977956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423531 0.1241378 0.1668333 0.1668333 177033 1421911 0.1245036 29535 208386 147498 1036492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 0.1405726 0.1214701 0.1668043 0.1668043 173113 1421911 0.1217467 28876 208845 144237 1039953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 3 CD3+ CD3+ 0.0727284 0.0463782 0.1684145 0.1684145 65416 1421911 0.0460057 11017 226530 54399 1129965
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 0.1446091 0.1273159 0.1673385 0.1673385 180849 1421911 0.1271873 30263 207437 150586 1033625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 0.1322813 0.1097353 0.1664877 0.1664877 155537 1421911 0.1093859 25895 210082 129642 1056292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1314702 0.1087619 0.1661633 0.1661633 154294 1408466 0.1095476 25638 210088 128656 1044084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 0.1347198 0.1130161 0.1667409 0.1667409 159439 1408466 0.1132005 26585 208647 132854 1040380
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 4 CD4 CD4 0.2445028 0.4694891 0.1652922 0.1652922 661241 1408466 0.4694760 109298 123504 551943 623721
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5 CD8 CD8 0.1465198 0.1300906 0.1676987 0.1676987 182655 1408466 0.1296836 30631 204828 152024 1020983
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 0.1422714 0.1250706 0.1649580 0.1649580 177233 1408466 0.1258341 29236 204520 147997 1026713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9943500 0.9909935 0.9977293 0.9977293 201263 1536957 0.1309490 200806 1825 457 1333869
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 2 CD19 CD19 0.9981669 0.9974378 0.9988970 0.9988970 174983 1536957 0.1138503 174790 449 193 1361525
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 0.9135023 0.9013758 0.9259596 0.9259596 84697 1536957 0.0551069 78426 8581 6271 1443679
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 0.9966797 0.9958346 0.9975262 0.9975262 686400 1536957 0.4465967 684702 2864 1698 847693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 0.9695361 0.9764443 0.9627250 0.9627250 199356 1536957 0.1297082 191925 4630 7431 1332971
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 0.9867933 0.9928282 0.9808313 0.9808313 190258 1536957 0.1237888 186611 1348 3647 1345351
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9945863 0.9920959 0.9970893 0.9970893 210601 1471041 0.1431646 209988 1673 613 1258767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 2 CD19 CD19 0.9981996 0.9975136 0.9988864 0.9988864 175114 1471041 0.1190409 174919 436 195 1295491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 0.9178869 0.9534340 0.8848952 0.8848952 82881 1471041 0.0563417 73341 3582 9540 1384578
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 0.9957508 0.9946837 0.9968201 0.9968201 607573 1471041 0.4130225 605641 3237 1932 860231
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 0.9751290 0.9647188 0.9857663 0.9857663 198192 1471041 0.1347291 195371 7145 2821 1265704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 0.9863808 0.9888303 0.9839435 0.9839435 196680 1471041 0.1337012 193522 2186 3158 1272175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9935276 0.9891267 0.9979678 0.9979678 166811 1356644 0.1229586 166472 1830 339 1188003
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 2 CD19 CD19 0.9975490 0.9970386 0.9980599 0.9980599 128862 1356644 0.0949859 128612 382 250 1227400
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 0.9331806 0.9423118 0.9242247 0.9242247 71844 1356644 0.0529572 66400 4065 5444 1280735
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 4 CD4 CD4 0.9970928 0.9957337 0.9984556 0.9984556 605424 1356644 0.4462659 604489 2590 935 748630
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 0.9810271 0.9802641 0.9817913 0.9817913 201552 1356644 0.1485666 197882 3984 3670 1151108
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 0.9868955 0.9929642 0.9809005 0.9809005 182151 1356644 0.1342659 178672 1266 3479 1173227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9946564 0.9915132 0.9978196 0.9978196 177033 1421911 0.1245036 176647 1512 386 1243366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 2 CD19 CD19 0.9975576 0.9971315 0.9979840 0.9979840 173113 1421911 0.1217467 172764 497 349 1248301
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 0.9226390 0.9471473 0.8993671 0.8993671 65416 1421911 0.0460057 58833 3283 6583 1353212
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 0.9969431 0.9966910 0.9971954 0.9971954 669963 1421911 0.4711708 668084 2218 1879 749730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 0.9798405 0.9705651 0.9892949 0.9892949 180849 1421911 0.1271873 178913 5426 1936 1235636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 0.9856469 0.9914268 0.9799340 0.9799340 155537 1421911 0.1093859 152416 1318 3121 1265056
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9955981 0.9951436 0.9960530 0.9960530 154294 1408466 0.1095476 153685 750 609 1253422
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 2 CD19 CD19 0.9972497 0.9972466 0.9972529 0.9972529 159439 1408466 0.1132005 159001 439 438 1248588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 0.9175069 0.9500895 0.8870849 0.8870849 73604 1408466 0.0522583 65293 3430 8311 1331432
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 0.9966013 0.9960992 0.9971039 0.9971039 661241 1408466 0.4694760 659326 2582 1915 744643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 0.9757027 0.9643291 0.9873477 0.9873477 182655 1408466 0.1296836 180344 6671 2311 1219140
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 0.9886272 0.9894317 0.9878239 0.9878239 177233 1408466 0.1258341 175075 1870 2158 1229363
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9776937 0.9641270 0.9916477 0.9916477 201263 1515146 0.1328341 199582 7426 1681 1306457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD19 CD19 0.9903340 0.9813485 0.9994857 0.9994857 174982 1515146 0.1154885 174892 3324 90 1336840
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 0.6636371 0.6264435 0.7055261 0.7055261 76275 1515146 0.0503417 53814 32090 22461 1406781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 0.9758620 0.9665946 0.9853089 0.9853089 674288 1515146 0.4450317 664382 22961 9906 817897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 0.9088070 0.9393412 0.8801953 0.8801953 198665 1515146 0.1311194 174864 11292 23801 1305189
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 6 Ungated Ungated 0.9398099 0.9925932 0.8923568 0.8923568 189673 1515146 0.1251846 169256 1263 20417 1324210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9549496 0.9146296 0.9989884 0.9989884 210565 1352202 0.1557201 210352 19634 213 1122003
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 0.9424945 0.8948451 0.9955039 0.9955039 174375 1352202 0.1289563 173591 20399 784 1157428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 0.4418389 0.3143333 0.7433839 0.7433839 61668 1352202 0.0456056 45843 99999 15825 1190535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 0.9826358 0.9683445 0.9973553 0.9973553 553185 1352202 0.4090994 551722 18036 1463 780981
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 0.6289057 0.9951556 0.4597154 0.4597154 183209 1352202 0.1354894 84224 410 98985 1168583
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 6 Ungated Ungated 0.8613422 1.0000000 0.7564539 0.7564539 169200 1352202 0.1251292 127992 0 41208 1183002
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9429825 0.9019900 0.9878784 0.9878784 166644 1251090 0.1331991 164624 17888 2020 1066558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 2 CD19 CD19 0.9888819 0.9803523 0.9975611 0.9975611 128748 1251090 0.1029087 128434 2574 314 1119768
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 0.3191969 0.3202987 0.3181028 0.3181028 50031 1251090 0.0399899 15915 33773 34116 1167286
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 4 CD4 CD4 0.9736042 0.9501603 0.9982342 0.9982342 575367 1251090 0.4598926 574351 30127 1016 645596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 0.8668009 0.9217614 0.8180257 0.8180257 185213 1251090 0.1480413 151509 12860 33704 1053017
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 6 Ungated Ungated 0.9013638 1.0000000 0.8204388 0.8204388 145087 1251090 0.1159685 119035 0 26052 1106003
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9291488 0.8818988 0.9817485 0.9817485 176972 1392291 0.1271085 173742 23267 3230 1192052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 2 CD19 CD19 0.9489735 0.9035101 0.9992548 0.9992548 173106 1392291 0.1243318 172977 18473 129 1200712
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 0.7739454 0.7322807 0.8206373 0.8206373 63012 1392291 0.0452578 51710 18905 11302 1310374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 0.9870103 0.9895130 0.9845203 0.9845203 667906 1392291 0.4797172 657567 6969 10339 717416
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 0.9570647 0.9541804 0.9599666 0.9599666 180574 1392291 0.1296956 173345 8324 7229 1203393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 6 Ungated Ungated 0.7891408 0.9873466 0.6572089 0.6572089 130721 1392291 0.0938891 85911 1101 44810 1260469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9116280 0.8539578 0.9776516 0.9776516 152360 1306550 0.1166125 148955 25474 3405 1128716
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 2 CD19 CD19 0.9826334 0.9661527 0.9996862 0.9996862 159328 1306550 0.1219456 159278 5580 50 1141642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 0.4123345 0.3049678 0.6363766 0.6363766 56124 1306550 0.0429559 35716 81398 20408 1169028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 0.9742478 0.9523585 0.9971670 0.9971670 634665 1306550 0.4857564 632867 31659 1798 640226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 0.6829325 0.9906276 0.5210814 0.5210814 168561 1306550 0.1290123 87834 831 80727 1137158
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 6 Ungated Ungated 0.8341549 1.0000000 0.7154938 0.7154938 135512 1306550 0.1037174 96958 0 38554 1171038
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9878715 0.9856652 0.9900876 0.9900876 201263 1536957 0.1309490 199268 2898 1995 1332796
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD19 CD19 0.9883195 0.9844251 0.9922450 0.9922450 174983 1536957 0.1138503 173626 2747 1357 1359227
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 0.3072616 0.6534030 0.2008572 0.2008572 84697 1536957 0.0551069 17012 9024 67685 1443236
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD4 CD4 0.9783025 0.9621780 0.9949767 0.9949767 686400 1536957 0.4465967 682952 26846 3448 823711
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD8 CD8 0.8758064 0.8096826 0.9536909 0.9536909 199356 1536957 0.1297082 190124 44689 9232 1292912
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 0.9658518 0.9722481 0.9595392 0.9595392 190258 1536957 0.1237888 182560 5211 7698 1341488
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9808601 0.9701228 0.9918376 0.9918376 210601 1471041 0.1431646 208882 6433 1719 1254007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD19 CD19 0.9709382 0.9459865 0.9972418 0.9972418 175114 1471041 0.1190409 174631 9971 483 1285956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 0.2157409 0.5592467 0.1336494 0.1336494 82881 1471041 0.0563417 11077 8730 71804 1379430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 0.9720335 0.9785948 0.9655597 0.9655597 607573 1471041 0.4130225 586648 12832 20925 850636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 0.8501755 0.7452544 0.9894799 0.9894799 198192 1471041 0.1347291 196107 67034 2085 1205815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 0.8946951 0.9136230 0.8765355 0.8765355 196680 1471041 0.1337012 172397 16299 24283 1258062
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9659519 0.9439705 0.9889815 0.9889815 166811 1356644 0.1229586 164973 9792 1838 1180041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 2 CD19 CD19 0.9726765 0.9842608 0.9613618 0.9613618 128862 1356644 0.0949859 123883 1981 4979 1225801
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 0.4304022 0.4627776 0.4022605 0.4022605 71844 1356644 0.0529572 28900 33549 42944 1251251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 0.9644673 0.9463186 0.9833257 0.9833257 605424 1356644 0.4462659 595329 33771 10095 717449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 0.8791996 0.9148443 0.8462283 0.8462283 201552 1356644 0.1485666 170559 15876 30993 1139216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 0.9272146 0.9379434 0.9167284 0.9167284 182151 1356644 0.1342659 166983 11048 15168 1163445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9357641 0.9955660 0.8827394 0.8827394 177033 1421911 0.1245036 156274 696 20759 1244182
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 0.9788505 0.9750716 0.9826587 0.9826587 173113 1421911 0.1217467 170111 4349 3002 1244449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 0.5733378 0.7219488 0.4754647 0.4754647 65416 1421911 0.0460057 31103 11979 34313 1344516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 4 CD4 CD4 0.9832005 0.9796940 0.9867321 0.9867321 669963 1421911 0.4711708 661074 13702 8889 738246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 0.9194622 0.8648705 0.9814099 0.9814099 180849 1421911 0.1271873 177487 27731 3362 1213331
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 0.8883453 0.8568561 0.9222372 0.9222372 155537 1421911 0.1093859 143442 23963 12095 1242411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9158737 0.9828105 0.8574734 0.8574734 154294 1408466 0.1095476 132303 2314 21991 1251858
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 2 CD19 CD19 0.9579610 0.9478392 0.9683014 0.9683014 159439 1408466 0.1132005 154385 8496 5054 1240531
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 0.5667591 0.7502910 0.4553693 0.4553693 73604 1408466 0.0522583 33517 11155 40087 1323707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 4 CD4 CD4 0.9500937 0.9094597 0.9945285 0.9945285 661241 1408466 0.4694760 657623 65469 3618 681756
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 0.8963048 0.8500263 0.9479127 0.9479127 182655 1408466 0.1296836 173141 30548 9514 1195263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 0.7981171 0.9060029 0.7131911 0.7131911 177233 1408466 0.1258341 126401 13114 50832 1218119
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9461901 0.9837804 0.9113668 0.9113668 195931 1473864 0.1329370 178565 2944 17366 1274989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 2 CD19 CD19 0.9775527 0.9764480 0.9786598 0.9786598 173054 1473864 0.1174152 169361 4085 3693 1296725
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 0.3793425 0.4865471 0.3108504 0.3108504 64864 1473864 0.0440095 20163 21278 44701 1387722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 0.9768768 0.9769886 0.9767651 0.9767651 672995 1473864 0.4566195 657358 15483 15637 785386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 0.8744232 0.8337980 0.9192100 0.9192100 181223 1473864 0.1229577 166582 33205 14641 1259436
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 0.8907963 0.8493898 0.9364468 0.9364468 185797 1473864 0.1260612 173989 30851 11808 1257216
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9452165 0.9920680 0.9025907 0.9025907 206469 1394404 0.1480697 186357 1490 20112 1186445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 0.9715452 0.9752692 0.9678495 0.9678495 172190 1394404 0.1234865 166654 4226 5536 1217988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 0.2723827 0.3940905 0.2081113 0.2081113 64922 1394404 0.0465590 13511 20773 51411 1308709
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 4 CD4 CD4 0.9579923 0.9335435 0.9837561 0.9837561 602133 1394404 0.4318211 592352 42168 9781 750103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 0.8235730 0.8732673 0.7792300 0.7792300 157005 1394404 0.1125965 122343 17755 34662 1219644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 0.8547579 0.7886275 0.9329942 0.9329942 191685 1394404 0.1374673 178841 47934 12844 1154785
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.9023554 0.9855508 0.8321126 0.8321126 163693 1266355 0.1292631 136211 1997 27482 1100665
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 2 CD19 CD19 0.9562070 0.9856134 0.9285045 0.9285045 124917 1266355 0.0986430 115986 1693 8931 1139745
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 0.3234137 0.4182971 0.2636168 0.2636168 52068 1266355 0.0411164 13726 19088 38342 1195199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 4 CD4 CD4 0.9643159 0.9396121 0.9903538 0.9903538 599302 1266355 0.4732496 593521 38145 5781 628908
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 0.8361385 0.9082038 0.7746691 0.7746691 148009 1266355 0.1168780 114658 11589 33351 1106757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 0.8433512 0.7639539 0.9411659 0.9411659 178366 1266355 0.1408499 167872 51869 10494 1036120
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8546975 0.9850018 0.7548408 0.7548408 172182 1365149 0.1261269 129970 1979 42212 1190988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 0.9533905 0.9726342 0.9348936 0.9348936 170659 1365149 0.1250113 159548 4489 11111 1190001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 0.3935937 0.4878468 0.3298633 0.3298633 52449 1365149 0.0384200 17301 18163 35148 1294537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 4 CD4 CD4 0.9158427 0.8561712 0.9844550 0.9844550 663493 1365149 0.4860224 653179 109728 10314 591928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 0.8226543 0.8653547 0.7839699 0.7839699 157441 1365149 0.1153288 123429 19205 34012 1188503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 0.7633742 0.8252236 0.7101494 0.7101494 148925 1365149 0.1090907 105759 22399 43166 1193825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8258679 0.9922252 0.7072841 0.7072841 148680 1334086 0.1114471 105159 824 43521 1184582
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 0.9360941 0.9824662 0.8939023 0.8939023 154075 1334086 0.1154911 137728 2458 16347 1177553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 0.3272756 0.5322416 0.2362831 0.2362831 52818 1334086 0.0395912 12480 10968 40338 1270300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 4 CD4 CD4 0.9069742 0.8353088 0.9920907 0.9920907 655308 1334086 0.4912037 650125 128180 5183 550598
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 0.8263889 0.8627343 0.7929821 0.7929821 153494 1334086 0.1150556 121718 19366 31776 1161226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 0.7725888 0.8381720 0.7165240 0.7165240 169711 1334086 0.1272114 121602 23478 48109 1140897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1461769 0.1309970 0.1653359 0.1653359 201263 1536957 0.1309490 33276 220745 167987 1114949
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 0.1348564 0.1137087 0.1656675 0.1656675 174983 1536957 0.1138503 28989 225952 145994 1136022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 3 CD3+ CD3+ 0.0832380 0.0553300 0.1679516 0.1679516 84697 1536957 0.0551069 14225 242869 70472 1209391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 0.2439761 0.4476348 0.1676850 0.1676850 686400 1536957 0.4465967 115099 142028 571301 708529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 0.1458103 0.1294872 0.1668422 0.1668422 199356 1536957 0.1297082 33261 223606 166095 1113995
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 0.1427214 0.1242084 0.1677196 0.1677196 190258 1536957 0.1237888 31910 224997 158348 1121702
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1541540 0.1435551 0.1664427 0.1664427 210601 1471041 0.1431646 35053 209125 175548 1051315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 2 CD19 CD19 0.1392812 0.1191985 0.1675023 0.1675023 175114 1471041 0.1190409 29332 216745 145782 1079182
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 0.2378730 0.4127669 0.1670795 0.1670795 607573 1471041 0.4130225 101513 144420 506060 719048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 0.1489603 0.1345365 0.1668483 0.1668483 198192 1471041 0.1347291 33068 212724 165124 1060125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 6 Ungated Ungated 0.1473087 0.1332368 0.1647041 0.1647041 196680 1471041 0.1337012 32394 210737 164286 1063624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1413141 0.1225294 0.1669015 0.1669015 166811 1356644 0.1229586 27841 199378 138970 990455
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 0.1206741 0.0946431 0.1664571 0.1664571 128862 1356644 0.0949859 21450 205191 107412 1022591
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 4 CD4 CD4 0.2436217 0.4469620 0.1674446 0.1674446 605424 1356644 0.4462659 101375 125434 504049 625786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5 CD8 CD8 0.1565066 0.1486277 0.1652675 0.1652675 201552 1356644 0.1485666 33310 190807 168242 964285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 0.1475420 0.1334785 0.1649181 0.1649181 182151 1356644 0.1342659 30040 195015 152111 979478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423531 0.1241378 0.1668333 0.1668333 177033 1421911 0.1245036 29535 208386 147498 1036492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 0.1407710 0.1220204 0.1663307 0.1663307 173113 1421911 0.1217467 28794 207183 144319 1041615
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 3 CD3+ CD3+ 0.0721060 0.0459741 0.1670692 0.1670692 65416 1421911 0.0460057 10929 226792 54487 1129703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 0.1440932 0.1268970 0.1666805 0.1666805 180849 1421911 0.1271873 30144 207403 150705 1033659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 0.1311423 0.1084771 0.1657805 0.1657805 155537 1421911 0.1093859 25785 211915 129752 1054459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1330643 0.1101721 0.1679651 0.1679651 154294 1408466 0.1095476 25916 209316 128378 1044856
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 0.1351334 0.1132671 0.1674622 0.1674622 159439 1408466 0.1132005 26700 209026 132739 1040001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5 CD8 CD8 0.1451847 0.1295479 0.1651146 0.1651146 182655 1408466 0.1296836 30159 202643 152496 1023168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 0.1422714 0.1250706 0.1649580 0.1649580 177233 1408466 0.1258341 29236 204520 147997 1026713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9914890 0.9888746 0.9941172 0.9941172 201263 1536957 0.1309490 200079 2251 1184 1333443
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 2 CD19 CD19 0.9941042 0.9890154 0.9992456 0.9992456 174983 1536957 0.1138503 174851 1942 132 1360032
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 0.8270495 0.8469563 0.8080570 0.8080570 84697 1536957 0.0551069 68440 12367 16257 1439893
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 0.9914306 0.9879226 0.9949636 0.9949636 686400 1536957 0.4465967 682943 8349 3457 842208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 0.9498684 0.9526433 0.9471097 0.9471097 199356 1536957 0.1297082 188812 9386 10544 1328215
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 0.9812306 0.9883490 0.9742140 0.9742140 190258 1536957 0.1237888 185352 2185 4906 1344514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9914802 0.9910850 0.9918756 0.9918756 210601 1471041 0.1431646 208890 1879 1711 1258561
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 2 CD19 CD19 0.9929922 0.9875188 0.9985267 0.9985267 175114 1471041 0.1190409 174856 2210 258 1293717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 0.8173536 0.9273279 0.7306982 0.7306982 82881 1471041 0.0563417 60561 4746 22320 1383414
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 0.9890103 0.9815038 0.9966325 0.9966325 607573 1471041 0.4130225 605527 11411 2046 852057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 0.9589118 0.9408757 0.9776530 0.9776530 198192 1471041 0.1347291 193763 12176 4429 1260673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 0.9800461 0.9842120 0.9759152 0.9759152 196680 1471041 0.1337012 191943 3079 4737 1271282
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9887543 0.9860837 0.9914394 0.9914394 166811 1356644 0.1229586 165383 2334 1428 1187499
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 2 CD19 CD19 0.9901841 0.9824015 0.9980910 0.9980910 128862 1356644 0.0949859 128616 2304 246 1225478
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 0.7342080 0.8975483 0.6211653 0.6211653 71844 1356644 0.0529572 44627 5094 27217 1279706
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 0.9823187 0.9679073 0.9971656 0.9971656 605424 1356644 0.4462659 603708 20017 1716 731203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 0.9654655 0.9605909 0.9703898 0.9703898 201552 1356644 0.1485666 195584 8024 5968 1147068
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 0.9802536 0.9834985 0.9770300 0.9770300 182151 1356644 0.1342659 177967 2986 4184 1171507
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9907890 0.9908758 0.9907023 0.9907023 177033 1421911 0.1245036 175387 1615 1646 1243263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 2 CD19 CD19 0.9915319 0.9911513 0.9919128 0.9919128 173113 1421911 0.1217467 171713 1533 1400 1247265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 0.8575748 0.9270918 0.7977559 0.7977559 65416 1421911 0.0460057 52186 4104 13230 1352391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 4 CD4 CD4 0.9944314 0.9938295 0.9950341 0.9950341 669963 1421911 0.4711708 666636 4139 3327 747809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 0.9669643 0.9450947 0.9898700 0.9898700 180849 1421911 0.1271873 179017 10400 1832 1230662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 0.9786366 0.9797591 0.9775166 0.9775166 155537 1421911 0.1093859 152040 3141 3497 1263233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9897319 0.9886758 0.9907903 0.9907903 154294 1408466 0.1095476 152873 1751 1421 1252421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 2 CD19 CD19 0.9935123 0.9891271 0.9979365 0.9979365 159439 1408466 0.1132005 159110 1749 329 1247278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 0.8591723 0.9251469 0.8019809 0.8019809 73604 1408466 0.0522583 59029 4776 14575 1330086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 0.9935452 0.9935798 0.9935107 0.9935107 661241 1408466 0.4694760 656950 4245 4291 742980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 0.9652325 0.9423508 0.9892530 0.9892530 182655 1408466 0.1296836 180692 11054 1963 1214757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 0.9817297 0.9845038 0.9789712 0.9789712 177233 1408466 0.1258341 173506 2731 3727 1228502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9763845 0.9603770 0.9929346 0.9929346 201263 1512610 0.1330568 199841 8245 1422 1303102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 2 CD19 CD19 0.9889590 0.9786628 0.9994742 0.9994742 174981 1512610 0.1156815 174889 3813 92 1333816
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 0.6187358 0.5361902 0.7313214 0.7313214 76478 1512610 0.0505603 55930 48380 20548 1387752
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 0.9759027 0.9675488 0.9844021 0.9844021 672332 1512610 0.4444847 661845 22198 10487 818080
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 0.8731655 0.9541237 0.8048715 0.8048715 198295 1512610 0.1310946 159602 7674 38693 1306641
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 6 Ungated Ungated 0.9409048 0.9936131 0.8935069 0.8935069 189261 1512610 0.1251221 169106 1087 20155 1322262
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9534092 0.9153938 0.9947190 0.9947190 210566 1337621 0.1574183 209454 19359 1112 1107696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 2 CD19 CD19 0.9914137 0.9859455 0.9969429 0.9969429 175002 1337621 0.1308308 174467 2487 535 1160132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 0.4560248 0.3402761 0.6911156 0.6911156 61816 1337621 0.0462134 42722 82829 19094 1192976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 4 CD4 CD4 0.9803934 0.9633161 0.9980870 0.9980870 556199 1337621 0.4158121 555135 21140 1064 760282
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 0.7097677 0.9945128 0.5517833 0.5517833 181970 1337621 0.1360400 100408 554 81562 1155097
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 6 Ungated Ungated 0.9181814 1.0000000 0.8487387 0.8487387 152068 1337621 0.1136854 129066 0 23002 1185553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9447810 0.9053080 0.9878532 0.9878532 166628 1243892 0.1339570 164604 17217 2024 1060047
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 2 CD19 CD19 0.9833704 0.9692403 0.9979187 0.9979187 128766 1243892 0.1035186 128498 4078 268 1111048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 0.5718959 0.4537562 0.7732079 0.7732079 44543 1243892 0.0358094 34441 41461 10102 1157888
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 0.9922143 0.9917856 0.9926434 0.9926434 587360 1243892 0.4721953 583039 4829 4321 651703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 0.8622190 0.9369993 0.7984927 0.7984927 187621 1243892 0.1508338 149814 10073 37807 1046198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 6 Ungated Ungated 0.9012487 0.9997543 0.8204134 0.8204134 128974 1243892 0.1036859 105812 26 23162 1114892
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9434148 0.9039612 0.9864695 0.9864695 176786 1308834 0.1350714 174394 18528 2392 1113520
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 2 CD19 CD19 0.9857036 0.9738824 0.9978153 0.9978153 173023 1308834 0.1321963 172645 4630 378 1131181
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 0.7289056 0.6953896 0.7658159 0.7658159 36988 1308834 0.0282603 28326 12408 8662 1259438
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 0.9929904 0.9941122 0.9918712 0.9918712 652985 1308834 0.4989059 647677 3836 5308 652013
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 0.9517129 0.9526908 0.9507369 0.9507369 167245 1308834 0.1277817 159006 7896 8239 1133693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 6 Ungated Ungated 0.8765713 0.9996352 0.7804866 0.7804866 101807 1308834 0.0777845 79459 29 22348 1206998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9092435 0.8496760 0.9777928 0.9777928 152338 1308631 0.1164102 148955 26353 3383 1129940
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 2 CD19 CD19 0.9826365 0.9661527 0.9996925 0.9996925 159327 1308631 0.1217509 159278 5580 49 1143724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 0.4212164 0.3138622 0.6401878 0.6401878 55604 1308631 0.0424902 35597 77819 20007 1175208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 0.9743352 0.9530673 0.9965741 0.9965741 634863 1308631 0.4851352 632688 31156 2175 642612
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 0.7062077 0.9959131 0.5470686 0.5470686 170602 1308631 0.1303668 93331 383 77271 1137646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 6 Ungated Ungated 0.8354414 1.0000000 0.7173889 0.7173889 135897 1308631 0.1038467 97491 0 38406 1172734
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9399505 0.9401257 0.9397753 0.9397753 201263 1536957 0.1309490 189142 12046 12121 1323648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 0.9481371 0.9589439 0.9375711 0.9375711 174983 1536957 0.1138503 164059 7024 10924 1354950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 3 CD3+ CD3+ 0.0081779 0.5328244 0.0041206 0.0041206 84697 1536957 0.0551069 349 306 84348 1451954
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 4 CD4 CD4 0.9495111 0.9298164 0.9700583 0.9700583 686400 1536957 0.4465967 665848 50259 20552 800298
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 0.8413844 0.7618042 0.9395303 0.9395303 199356 1536957 0.1297082 187301 58564 12055 1279037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 6 Ungated Ungated 0.7818116 0.7589813 0.8060581 0.8060581 190258 1536957 0.1237888 153359 48700 36899 1297999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9302547 0.9726834 0.8913728 0.8913728 210601 1471041 0.1431646 187724 5272 22877 1255168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 2 CD19 CD19 0.9408008 0.9170688 0.9657937 0.9657937 175114 1471041 0.1190409 169124 15294 5990 1280633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 0.2442605 0.4234513 0.1716316 0.1716316 82881 1471041 0.0563417 14225 19368 68656 1368792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 4 CD4 CD4 0.9387773 0.9388592 0.9386954 0.9386954 607573 1471041 0.4130225 570326 37141 37247 826327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 0.8274818 0.8113463 0.8442722 0.8442722 198192 1471041 0.1347291 167328 38907 30864 1233942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 0.7648596 0.6877750 0.8614043 0.8614043 196680 1471041 0.1337012 169421 76911 27259 1197450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.8742452 0.8020006 0.9607940 0.9607940 166811 1356644 0.1229586 160271 39568 6540 1150265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 2 CD19 CD19 0.8516441 0.7467163 0.9908817 0.9908817 128862 1356644 0.0949859 127687 43311 1175 1184471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 0.2248484 0.4497390 0.1498942 0.1498942 71844 1356644 0.0529572 10769 13176 61075 1271624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 0.9474805 0.9125268 0.9852186 0.9852186 605424 1356644 0.4462659 596475 57177 8949 694043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 0.8693138 0.8301835 0.9123154 0.9123154 201552 1356644 0.1485666 183879 37613 17673 1117479
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 6 Ungated Ungated 0.5954647 0.9231186 0.4394760 0.4394760 182151 1356644 0.1342659 80051 6667 102100 1167826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.8763139 0.9934851 0.7838652 0.7838652 177033 1421911 0.1245036 138770 910 38263 1243968
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 0.9106267 0.9460685 0.8777446 0.8777446 173113 1421911 0.1217467 151949 8662 21164 1240136
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 3 CD3+ CD3+ 0.0366874 0.8036649 0.0187722 0.0187722 65416 1421911 0.0460057 1228 300 64188 1356195
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 4 CD4 CD4 0.9275073 0.9217634 0.9333232 0.9333232 669963 1421911 0.4711708 625292 53073 44671 698875
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5 CD8 CD8 0.8497257 0.7593587 0.9645063 0.9645063 180849 1421911 0.1271873 174430 55277 6419 1185785
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 0.7011919 0.6077917 0.8285103 0.8285103 155537 1421911 0.1093859 128864 83156 26673 1183218
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.8723747 0.9676991 0.7941462 0.7941462 154294 1408466 0.1095476 122532 4090 31762 1250082
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 2 CD19 CD19 0.8057598 0.9650950 0.6915811 0.6915811 159439 1408466 0.1132005 110265 3988 49174 1245039
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 0.0932149 0.3561631 0.0536248 0.0536248 73604 1408466 0.0522583 3947 7135 69657 1327727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 4 CD4 CD4 0.9283029 0.8762846 0.9868868 0.9868868 661241 1408466 0.4694760 652570 92131 8671 655094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 0.8292133 0.8230218 0.8354986 0.8354986 182655 1408466 0.1296836 152608 32816 30047 1192995
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 0.7080673 0.6312019 0.8062494 0.8062494 177233 1408466 0.1258341 142894 83490 34339 1147743
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9488018 0.9841015 0.9159467 0.9159467 195507 1489534 0.1312538 179074 2893 16433 1291134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 2 CD19 CD19 0.9780022 0.9757745 0.9802401 0.9802401 173280 1489534 0.1163317 169856 4217 3424 1312037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 0.3494492 0.4424143 0.2887697 0.2887697 71022 1489534 0.0476807 20509 25848 50513 1392664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 0.9780573 0.9766480 0.9794707 0.9794707 673670 1489534 0.4522690 659840 15777 13830 800087
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 0.8454551 0.8136734 0.8798206 0.8798206 190640 1489534 0.1279863 167729 38409 22911 1260485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 0.8879188 0.8447576 0.9357280 0.9357280 185415 1489534 0.1244785 173498 31884 11917 1272235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9422302 0.9941394 0.8954729 0.8954729 206291 1391385 0.1482631 184728 1089 21563 1184005
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 0.9676978 0.9743609 0.9611251 0.9611251 172039 1391385 0.1236459 165351 4351 6688 1214995
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 0.2707566 0.4078136 0.2026504 0.2026504 64594 1391385 0.0464242 13090 19008 51504 1307783
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 4 CD4 CD4 0.9594392 0.9385286 0.9813029 0.9813029 601108 1391385 0.4320213 589869 38635 11239 751642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 0.8261060 0.8711050 0.7855277 0.7855277 155843 1391385 0.1120057 122419 18114 33424 1217428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 0.8401350 0.7627880 0.9349381 0.9349381 191510 1391385 0.1376398 179050 55681 12460 1144194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8972252 0.9811360 0.8265363 0.8265363 163798 1290216 0.1269539 135385 2603 28413 1123815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 2 CD19 CD19 0.9514736 0.9857569 0.9194948 0.9194948 125172 1290216 0.0970163 115095 1663 10077 1163381
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 0.2623140 0.3080960 0.2283779 0.2283779 59638 1290216 0.0462233 13620 30587 46018 1199991
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 4 CD4 CD4 0.9611999 0.9351395 0.9887545 0.9887545 601305 1290216 0.4660499 594543 41237 6762 647674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 0.7901331 0.8986580 0.7049955 0.7049955 162045 1290216 0.1255952 114241 12883 47804 1115288
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 0.8237088 0.7333497 0.9394641 0.9394641 178258 1290216 0.1381614 167467 60892 10791 1051066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8595040 0.9807684 0.7649268 0.7649268 172542 1368401 0.1260902 131982 2588 40560 1193271
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 0.9511148 0.9728820 0.9303003 0.9303003 170876 1368401 0.1248728 158966 4431 11910 1193094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 0.4085393 0.4802868 0.3554418 0.3554418 53705 1368401 0.0392465 19089 20656 34616 1294040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 4 CD4 CD4 0.9174582 0.8606018 0.9823586 0.9823586 662701 1368401 0.4842886 651010 105449 11691 600251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 0.8352041 0.8661324 0.8064085 0.8064085 159351 1368401 0.1164505 128502 19861 30849 1189189
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 0.7570603 0.8273098 0.6978074 0.6978074 149226 1368401 0.1090514 104131 21736 45095 1197439
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8243061 0.9878545 0.7072194 0.7072194 149624 1345568 0.1111977 105817 1301 43807 1194643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 0.9288323 0.9822476 0.8809268 0.8809268 154762 1345568 0.1150161 136334 2464 18428 1188342
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 0.3255576 0.4952384 0.2424785 0.2424785 56405 1345568 0.0419191 13677 13940 42728 1275223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 4 CD4 CD4 0.9024819 0.8294597 0.9896024 0.9896024 655342 1345568 0.4870374 648528 133340 6814 556886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 0.8318328 0.8545949 0.8102519 0.8102519 159132 1345568 0.1182638 128937 21938 30195 1164498
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 0.7592435 0.8437599 0.6901170 0.6901170 170303 1345568 0.1265659 117529 21763 52774 1153502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1461769 0.1309970 0.1653359 0.1653359 201263 1536957 0.1309490 33276 220745 167987 1114949
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 0.1355424 0.1139383 0.1672562 0.1672562 174983 1536957 0.1138503 29267 227600 145716 1134374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 0.2439761 0.4476348 0.1676850 0.1676850 686400 1536957 0.4465967 115099 142028 571301 708529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 0.1463096 0.1303596 0.1667068 0.1667068 199356 1536957 0.1297082 33234 221707 166122 1115894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 6 Ungated Ungated 0.1433055 0.1246781 0.1684765 0.1684765 190258 1536957 0.1237888 32054 225040 158204 1121659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1538177 0.1435276 0.1656972 0.1656972 210601 1471041 0.1431646 34896 208235 175705 1052205
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 0.1381949 0.1186511 0.1654465 0.1654465 175114 1471041 0.1190409 28972 215206 146142 1080721
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 0.0841091 0.0562274 0.1668416 0.1668416 82881 1471041 0.0563417 13828 232102 69053 1156058
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 0.2378730 0.4127669 0.1670795 0.1670795 607573 1471041 0.4130225 101513 144420 506060 719048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 0.1490088 0.1345107 0.1670098 0.1670098 198192 1471041 0.1347291 33100 212977 165092 1059872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 6 Ungated Ungated 0.1487642 0.1339018 0.1673378 0.1673378 196680 1471041 0.1337012 32912 212880 163768 1061481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1406585 0.1220542 0.1659543 0.1659543 166811 1356644 0.1229586 27683 199126 139128 990707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 0.1220004 0.0959277 0.1675358 0.1675358 128862 1356644 0.0949859 21589 203466 107273 1024316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 4 CD4 CD4 0.2413552 0.4466729 0.1653502 0.1653502 605424 1356644 0.4462659 100107 124010 505317 627210
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 0.1574430 0.1487286 0.1672422 0.1672422 201552 1356644 0.1485666 33708 192933 167844 962159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 6 Ungated Ungated 0.1498986 0.1350327 0.1684427 0.1684427 182151 1356644 0.1342659 30682 196537 151469 977956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1433017 0.1250489 0.1677936 0.1677936 177033 1421911 0.1245036 29705 207842 147328 1037036
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 0.1412292 0.1219943 0.1676651 0.1676651 173113 1421911 0.1217467 29025 208896 144088 1039902
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 0.0721060 0.0459741 0.1670692 0.1670692 65416 1421911 0.0460057 10929 226792 54487 1129703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 0.1446091 0.1273159 0.1673385 0.1673385 180849 1421911 0.1271873 30263 207437 150586 1033625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 0.1322813 0.1097353 0.1664877 0.1664877 155537 1421911 0.1093859 25895 210082 129642 1056292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1314702 0.1087619 0.1661633 0.1661633 154294 1408466 0.1095476 25638 210088 128656 1044084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 0.1345490 0.1131607 0.1659067 0.1659067 159439 1408466 0.1132005 26452 207304 132987 1041723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5 CD8 CD8 0.1451847 0.1295479 0.1651146 0.1651146 182655 1408466 0.1296836 30159 202643 152496 1023168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 6 Ungated Ungated 0.1438861 0.1261478 0.1674293 0.1674293 177233 1408466 0.1258341 29674 205558 147559 1025675
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9938795 0.9901424 0.9976449 0.9976449 201263 1536957 0.1309490 200789 1999 474 1333695
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 2 CD19 CD19 0.9981018 0.9970516 0.9991542 0.9991542 174983 1536957 0.1138503 174835 517 148 1361457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 0.9086747 0.9151657 0.9022752 0.9022752 84697 1536957 0.0551069 76420 7084 8277 1445176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 0.9960322 0.9943892 0.9976807 0.9976807 686400 1536957 0.4465967 684808 3864 1592 846693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 0.9699717 0.9713232 0.9686240 0.9686240 199356 1536957 0.1297082 193101 5701 6255 1331900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 0.9857470 0.9920943 0.9794805 0.9794805 190258 1536957 0.1237888 186354 1485 3904 1345214
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9939405 0.9925005 0.9953846 0.9953846 210601 1471041 0.1431646 209629 1584 972 1258856
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 2 CD19 CD19 0.9975911 0.9960322 0.9991548 0.9991548 175114 1471041 0.1190409 174966 697 148 1295230
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 0.8975829 0.9464073 0.8535491 0.8535491 82881 1471041 0.0563417 70743 4006 12138 1384154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 0.9946927 0.9928764 0.9965156 0.9965156 607573 1471041 0.4130225 605456 4344 2117 859124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 0.9699974 0.9570987 0.9832486 0.9832486 198192 1471041 0.1347291 194872 8735 3320 1264114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 0.9850085 0.9866945 0.9833282 0.9833282 196680 1471041 0.1337012 193401 2608 3279 1271753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9931062 0.9879452 0.9983215 0.9983215 166811 1356644 0.1229586 166531 2032 280 1187801
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 2 CD19 CD19 0.9968117 0.9964561 0.9971675 0.9971675 128862 1356644 0.0949859 128497 457 365 1227325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 0.9225457 0.9382538 0.9073548 0.9073548 71844 1356644 0.0529572 65188 4290 6656 1280510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 0.9967467 0.9955363 0.9979601 0.9979601 605424 1356644 0.4462659 604189 2709 1235 748511
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 0.9780337 0.9752546 0.9808288 0.9808288 201552 1356644 0.1485666 197688 5016 3864 1150076
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 0.9856598 0.9914189 0.9799672 0.9799672 182151 1356644 0.1342659 178502 1545 3649 1172948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9938801 0.9901718 0.9976163 0.9976163 177033 1421911 0.1245036 176611 1753 422 1243125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 2 CD19 CD19 0.9966246 0.9954644 0.9977876 0.9977876 173113 1421911 0.1217467 172730 787 383 1248011
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 0.9136096 0.9430919 0.8859148 0.8859148 65416 1421911 0.0460057 57953 3497 7463 1352998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 0.9964540 0.9961277 0.9967804 0.9967804 669963 1421911 0.4711708 667806 2596 2157 749352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 0.9785953 0.9680875 0.9893336 0.9893336 180849 1421911 0.1271873 178920 5898 1929 1235164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 0.9842116 0.9911972 0.9773237 0.9773237 155537 1421911 0.1093859 152010 1350 3527 1265024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9949970 0.9942598 0.9957354 0.9957354 154294 1408466 0.1095476 153636 887 658 1253285
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 2 CD19 CD19 0.9970333 0.9959881 0.9980808 0.9980808 159439 1408466 0.1132005 159133 641 306 1248386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 0.9090194 0.9406004 0.8794902 0.8794902 73604 1408466 0.0522583 64734 4088 8870 1330774
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 0.9962515 0.9951039 0.9974019 0.9974019 661241 1408466 0.4694760 659523 3245 1718 743980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 0.9740754 0.9646464 0.9836906 0.9836906 182655 1408466 0.1296836 179676 6585 2979 1219226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 0.9881290 0.9906930 0.9855783 0.9855783 177233 1408466 0.1258341 174677 1641 2556 1229592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9770642 0.9629081 0.9916428 0.9916428 201263 1515177 0.1328313 199581 7688 1682 1306226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD19 CD19 0.9903088 0.9812989 0.9994857 0.9994857 174982 1515177 0.1154862 174892 3333 90 1336862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 0.7183519 0.6728568 0.7704454 0.7704454 76374 1515177 0.0504060 58842 28609 17532 1410194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 0.9798235 0.9751758 0.9845157 0.9845157 674168 1515177 0.4449434 663729 16896 10439 824113
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 0.9183509 0.9333780 0.9037999 0.9037999 198742 1515177 0.1311675 179623 12821 19119 1303614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 6 Ungated Ungated 0.9358632 0.9925279 0.8853191 0.8853191 189648 1515177 0.1251656 167899 1264 21749 1324265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9549518 0.9146296 0.9989932 0.9989932 210564 1359224 0.1549149 210352 19634 212 1129026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 0.9431443 0.8960193 0.9955015 0.9955015 174282 1359224 0.1282217 173498 20134 784 1164808
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 0.4472751 0.3210800 0.7369019 0.7369019 61612 1359224 0.0453288 45402 96002 16210 1201610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 0.9824597 0.9679749 0.9973846 0.9973846 558607 1359224 0.4109749 557146 18433 1461 782184
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 0.6528044 0.9950777 0.4857297 0.4857297 184790 1359224 0.1359526 89758 444 95032 1173990
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 6 Ungated Ungated 0.8624937 1.0000000 0.7582320 0.7582320 169369 1359224 0.1246071 128421 0 40948 1189855
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9338519 0.8892388 0.9831778 0.9831778 166566 1247540 0.1335156 163764 20398 2802 1060576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 2 CD19 CD19 0.9884832 0.9806205 0.9964732 0.9964732 128727 1247540 0.1031847 128273 2535 454 1116278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 0.3200225 0.3368110 0.3048281 0.3048281 48611 1247540 0.0389655 14818 29177 33793 1169752
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 0.9724357 0.9497042 0.9962821 0.9962821 575598 1247540 0.4613864 573458 30370 2140 641572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 0.8851474 0.9259413 0.8477963 0.8477963 181290 1247540 0.1453180 153697 12293 27593 1053957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 6 Ungated Ungated 0.8945745 1.0000000 0.8092580 0.8092580 146748 1247540 0.1176299 118757 0 27991 1100792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9298519 0.8818023 0.9834397 0.9834397 176929 1392042 0.1271003 173999 23323 2930 1191790
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 2 CD19 CD19 0.9510468 0.9074334 0.9990642 0.9990642 173107 1392042 0.1243547 172945 17642 162 1201293
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 0.7822926 0.7451254 0.8233622 0.8233622 62982 1392042 0.0452443 51857 17738 11125 1311322
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 0.9880640 0.9890534 0.9870766 0.9870766 667935 1392042 0.4798239 659303 7297 8632 716810
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 0.9465526 0.9359378 0.9574109 0.9574109 180492 1392042 0.1296599 172805 11828 7687 1199722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 6 Ungated Ungated 0.7687352 0.9869396 0.6295474 0.6295474 130597 1392042 0.0938169 82217 1088 48380 1260357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9091825 0.8496760 0.9776516 0.9776516 152360 1307120 0.1165616 148955 26353 3405 1128407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 2 CD19 CD19 0.9826365 0.9661527 0.9996925 0.9996925 159327 1307120 0.1218916 159278 5580 49 1142213
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 0.4085301 0.2998638 0.6407165 0.6407165 55658 1307120 0.0425806 35661 83263 19997 1168199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 0.9742205 0.9528534 0.9965678 0.9965678 634867 1307120 0.4856991 632688 31305 2179 640948
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 0.6772883 0.9959940 0.5131020 0.5131020 169592 1307120 0.1297448 87018 350 82574 1137178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 6 Ungated Ungated 0.8334073 1.0000000 0.7143945 0.7143945 135316 1307120 0.1035222 96669 0 38647 1171804
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9761613 0.9742072 0.9781232 0.9781232 201263 1536957 0.1309490 196860 5212 4403 1330482
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD19 CD19 0.9710855 0.9806865 0.9616706 0.9616706 174983 1536957 0.1138503 168276 3314 6707 1358660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 0.3097526 0.4578992 0.2340343 0.2340343 84697 1536957 0.0551069 19822 23467 64875 1428793
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 0.9629453 0.9775471 0.9487733 0.9487733 686400 1536957 0.4465967 651238 14958 35162 835599
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD8 CD8 0.8529003 0.7778159 0.9440298 0.9440298 199356 1536957 0.1297082 188198 53759 11158 1283842
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 0.8870188 0.8418101 0.9373587 0.9373587 190258 1536957 0.1237888 178340 33513 11918 1313186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9512874 0.9928744 0.9130441 0.9130441 210601 1471041 0.1431646 192288 1380 18313 1259060
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD19 CD19 0.9639334 0.9377741 0.9915940 0.9915940 175114 1471041 0.1190409 173642 11522 1472 1284405
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD3+ CD3+ 0.0514916 0.5290094 0.0270629 0.0270629 82881 1471041 0.0563417 2243 1997 80638 1386163
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 0.9564916 0.9288120 0.9858717 0.9858717 607573 1471041 0.4130225 598989 45909 8584 817559
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 0.8608489 0.7851669 0.9526772 0.9526772 198192 1471041 0.1347291 188813 51662 9379 1221187
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 0.8731905 0.8604415 0.8863230 0.8863230 196680 1471041 0.1337012 174322 28274 22358 1246087
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9303214 0.8776025 0.9897789 0.9897789 166811 1356644 0.1229586 165106 23027 1705 1166806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 0.9635767 0.9549227 0.9723891 0.9723891 128862 1356644 0.0949859 125304 5915 3558 1221867
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 0.2005474 0.5767959 0.1213741 0.1213741 71844 1356644 0.0529572 8720 6398 63124 1278402
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 4 CD4 CD4 0.9702782 0.9477470 0.9939067 0.9939067 605424 1356644 0.4462659 601735 33176 3689 718044
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 0.8884918 0.8182414 0.9719378 0.9719378 201552 1356644 0.1485666 195896 43515 5656 1111577
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 6 Ungated Ungated 0.8675254 0.9681506 0.7858480 0.7858480 182151 1356644 0.1342659 143143 4709 39008 1169784
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9413718 0.9808549 0.9049443 0.9049443 177033 1421911 0.1245036 160205 3127 16828 1241751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 0.9761106 0.9745985 0.9776273 0.9776273 173113 1421911 0.1217467 169240 4411 3873 1244387
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 0.2785649 0.5016905 0.1928122 0.1928122 65416 1421911 0.0460057 12613 12528 52803 1343967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 4 CD4 CD4 0.9530997 0.9183945 0.9905308 0.9905308 669963 1421911 0.4711708 663619 58967 6344 692981
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 0.8732662 0.8273016 0.9246388 0.9246388 180849 1421911 0.1271873 167220 34907 13629 1206155
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 6 Ungated Ungated 0.8368850 0.9002769 0.7818333 0.7818333 155537 1421911 0.1093859 121604 13470 33933 1252904
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9175830 0.9724758 0.8685561 0.8685561 154294 1408466 0.1095476 134013 3793 20281 1250379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 2 CD19 CD19 0.9687516 0.9746992 0.9628761 0.9628761 159439 1408466 0.1132005 153520 3985 5919 1245042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 0.1365537 0.5552864 0.0778490 0.0778490 73604 1408466 0.0522583 5730 4589 67874 1330273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 4 CD4 CD4 0.9480758 0.9073591 0.9926184 0.9926184 661241 1408466 0.4694760 656360 67014 4881 680211
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 0.8630690 0.7718211 0.9787851 0.9787851 182655 1408466 0.1296836 178780 52854 3875 1172957
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 0.8144318 0.8954325 0.7468699 0.7468699 177233 1408466 0.1258341 132370 15458 44863 1215775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9462590 0.9858811 0.9096986 0.9096986 195811 1477008 0.1325727 178129 2551 17682 1278646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 2 CD19 CD19 0.9772241 0.9755384 0.9789157 0.9789157 173020 1477008 0.1171422 169372 4247 3648 1299741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 0.3986729 0.4913504 0.3354087 0.3354087 66814 1477008 0.0452360 22410 23199 44404 1386995
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 0.9754839 0.9778411 0.9731381 0.9731381 673444 1477008 0.4559515 655354 14851 18090 788713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 0.8742126 0.8345502 0.9178331 0.9178331 181825 1477008 0.1231036 166885 33085 14940 1262098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 0.8894277 0.8446587 0.9392081 0.9392081 186094 1477008 0.1259939 174781 32144 11313 1258770
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9426188 0.9927587 0.8973001 0.8973001 206417 1379095 0.1496757 185218 1351 21199 1171327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 0.9715575 0.9764043 0.9667585 0.9667585 171984 1379095 0.1247079 166267 4018 5717 1203093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 0.2548893 0.4128581 0.1843520 0.1843520 59880 1379095 0.0434198 11039 15699 48841 1303516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 4 CD4 CD4 0.9555178 0.9306724 0.9817261 0.9817261 600637 1379095 0.4355298 589661 43925 10976 734533
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 0.8307819 0.8746853 0.7910753 0.7910753 148867 1379095 0.1079454 117765 16872 31102 1213356
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 0.8529779 0.7854805 0.9331661 0.9331661 191310 1379095 0.1387214 178524 48756 12786 1139029
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.8983977 0.9848717 0.8258833 0.8258833 163959 1269959 0.1291057 135411 2080 28548 1103920
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 2 CD19 CD19 0.9544804 0.9857993 0.9250902 0.9250902 125017 1269959 0.0984418 115652 1666 9365 1143276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 0.3212643 0.3992663 0.2687588 0.2687588 52642 1269959 0.0414517 14148 21287 38494 1196030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 4 CD4 CD4 0.9671234 0.9449838 0.9903253 0.9903253 599296 1269959 0.4719018 593498 34553 5798 636110
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 0.8414820 0.9089472 0.7833399 0.7833399 150503 1269959 0.1185101 117895 11810 32608 1107646
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 0.8402626 0.7580814 0.9424281 0.9424281 178542 1269959 0.1405888 168263 53696 10279 1037721
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.8503145 0.9867957 0.7469990 0.7469990 172276 1366113 0.1261067 128690 1722 43586 1192115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 0.9517498 0.9727960 0.9315950 0.9315950 170660 1366113 0.1249238 158986 4446 11674 1191007
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 0.3872256 0.4817712 0.3237007 0.3237007 52703 1366113 0.0385788 17060 18351 35643 1295059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 4 CD4 CD4 0.9104278 0.8466201 0.9846376 0.9846376 663568 1366113 0.4857343 653374 118370 10194 584175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 0.8104591 0.8627458 0.7641478 0.7641478 158010 1366113 0.1156639 120743 19209 37267 1188894
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 0.7562560 0.8279590 0.6959824 0.6959824 148896 1366113 0.1089924 103629 21533 45267 1195684
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8285293 0.9913915 0.7116259 0.7116259 148401 1332954 0.1113324 105606 917 42795 1183636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 0.9385975 0.9823148 0.8986056 0.8986056 153973 1332954 0.1155126 138361 2491 15612 1176490
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 0.3306100 0.5314712 0.2399316 0.2399316 53211 1332954 0.0399196 12767 11255 40444 1268488
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 4 CD4 CD4 0.9094110 0.8399556 0.9913882 0.9913882 654797 1332954 0.4912375 649158 123690 5639 554467
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 0.8378110 0.8617107 0.8152013 0.8152013 153724 1332954 0.1153258 125316 20111 28408 1159119
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 0.7679621 0.8364763 0.7098219 0.7098219 168848 1332954 0.1266720 119852 23430 48996 1140676
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1463732 0.1304725 0.1666874 0.1666874 201263 1536957 0.1309490 33548 223579 167715 1112115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 0.1348564 0.1137087 0.1656675 0.1656675 174983 1536957 0.1138503 28989 225952 145994 1136022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 0.0828562 0.0550861 0.1670897 0.1670897 84697 1536957 0.0551069 14152 242755 70545 1209505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 0.2427033 0.4456275 0.1667643 0.1667643 686400 1536957 0.4465967 114467 142400 571933 708157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5 CD8 CD8 0.1454198 0.1297727 0.1653575 0.1653575 199356 1536957 0.1297082 32965 221056 166391 1116545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 6 Ungated Ungated 0.1433055 0.1246781 0.1684765 0.1684765 190258 1536957 0.1237888 32054 225040 158204 1121659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1535799 0.1425487 0.1664617 0.1664617 210601 1471041 0.1431646 35057 210873 175544 1049567
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 2 CD19 CD19 0.1392812 0.1191985 0.1675023 0.1675023 175114 1471041 0.1190409 29332 216745 145782 1079182
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 0.0837708 0.0561025 0.1652852 0.1652852 82881 1471041 0.0563417 13699 230479 69182 1157681
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 0.2378730 0.4127669 0.1670795 0.1670795 607573 1471041 0.4130225 101513 144420 506060 719048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 0.1489603 0.1345365 0.1668483 0.1668483 198192 1471041 0.1347291 33068 212724 165124 1060125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 6 Ungated Ungated 0.1473087 0.1332368 0.1647041 0.1647041 196680 1471041 0.1337012 32394 210737 164286 1063624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1413141 0.1225294 0.1669015 0.1669015 166811 1356644 0.1229586 27841 199378 138970 990455
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 2 CD19 CD19 0.1204378 0.0948433 0.1649517 0.1649517 128862 1356644 0.0949859 21256 202861 107606 1024921
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 0.0797798 0.0525258 0.1658176 0.1658176 71844 1356644 0.0529572 11913 214890 59931 1069910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 4 CD4 CD4 0.2436217 0.4469620 0.1674446 0.1674446 605424 1356644 0.4462659 101375 125434 504049 625786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 0.1568469 0.1486570 0.1659919 0.1659919 201552 1356644 0.1485666 33456 191599 168096 963493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 0.1490147 0.1343887 0.1672129 0.1672129 182151 1356644 0.1342659 30458 196183 151693 978310
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1423277 0.1241649 0.1667147 0.1667147 177033 1421911 0.1245036 29514 208186 147519 1036692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 0.1405726 0.1214701 0.1668043 0.1668043 173113 1421911 0.1217467 28876 208845 144237 1039953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 3 CD3+ CD3+ 0.0726848 0.0463347 0.1685215 0.1685215 65416 1421911 0.0460057 11024 226897 54392 1129598
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 4 CD4 CD4 0.2449349 0.4715437 0.1654330 0.1654330 669963 1421911 0.4711708 110834 124211 559129 627737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 0.1440932 0.1268970 0.1666805 0.1666805 180849 1421911 0.1271873 30144 207403 150705 1033659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 0.1322813 0.1097353 0.1664877 0.1664877 155537 1421911 0.1093859 25895 210082 129642 1056292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1314702 0.1087619 0.1661633 0.1661633 154294 1408466 0.1095476 25638 210088 128656 1044084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 0.1345490 0.1131607 0.1659067 0.1659067 159439 1408466 0.1132005 26452 207304 132987 1041723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 0.0795872 0.0522313 0.1671105 0.1671105 73604 1408466 0.0522583 12300 223191 61304 1111671
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 4 CD4 CD4 0.2468005 0.4699459 0.1673414 0.1673414 661241 1408466 0.4694760 110653 124806 550588 622419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 0.1461974 0.1298590 0.1672388 0.1672388 182655 1408466 0.1296836 30547 204685 152108 1021126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 6 Ungated Ungated 0.1424464 0.1254457 0.1647774 0.1647774 177233 1408466 0.1258341 29204 203598 148029 1027635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 0.9973679 0.9967302 0.9980063 0.9980063 915398 3804850 0.2405871 913573 2997 1825 2886455
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 0.9977959 0.9981658 0.9974262 0.9974262 410288 3804850 0.1078329 409232 752 1056 3393810
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 0.9326685 0.9025814 0.9648307 0.9648307 148112 3804850 0.0389272 142903 15424 5209 3641314
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 0.9969108 0.9950066 0.9988223 0.9988223 1497047 3804850 0.3934576 1495284 7504 1763 2300299
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 0.9748628 0.9911520 0.9591004 0.9591004 345016 3804850 0.0906780 330905 2954 14111 3456880
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 0.9860302 0.9918108 0.9803165 0.9803165 488989 3804850 0.1285173 479364 3958 9625 3311903
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 0.9965546 0.9942350 0.9988851 0.9988851 850311 3956437 0.2149184 849363 4925 948 3101201
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 0.9981439 0.9978970 0.9983909 0.9983909 410167 3956437 0.1036708 409507 863 660 3545407
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 0.8830002 0.9057865 0.8613322 0.8613322 184787 3956437 0.0467054 159163 16555 25624 3755095
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 0.9933335 0.9933013 0.9933658 0.9933658 1680825 3956437 0.4248330 1669674 11260 11151 2264352
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 0.9647144 0.9488194 0.9811511 0.9811511 364424 3956437 0.0921091 357555 19287 6869 3572726
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 0.9848000 0.9930065 0.9767279 0.9767279 465923 3956437 0.1177633 455080 3205 10843 3487309
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 0.9976621 0.9971574 0.9981673 0.9981673 901423 3871161 0.2328560 899771 2565 1652 2967173
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 0.9971989 0.9973462 0.9970517 0.9970517 406331 3871161 0.1049636 405133 1078 1198 3463752
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 0.9030596 0.9728863 0.8425850 0.8425850 177410 3871161 0.0458286 149483 4166 27927 3689585
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 0.9965987 0.9962726 0.9969251 0.9969251 1569785 3871161 0.4055075 1564958 5855 4827 2295521
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 0.9608844 0.9293910 0.9945869 0.9945869 335115 3871161 0.0865671 333301 25322 1814 3510724
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 0.9861424 0.9877547 0.9845353 0.9845353 481097 3871161 0.1242772 473657 5872 7440 3384192
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 0.9969070 0.9953849 0.9984337 0.9984337 891283 3907351 0.2281042 889887 4126 1396 3011942
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 2 CD19 CD19 0.9980420 0.9972241 0.9988612 0.9988612 389869 3907351 0.0997783 389425 1084 444 3516398
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 0.9419629 0.9640669 0.9208497 0.9208497 169715 3907351 0.0434348 156282 5825 13433 3731811
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 0.9970681 0.9956446 0.9984956 0.9984956 1629182 3907351 0.4169531 1626731 7116 2451 2271053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 0.9780630 0.9702061 0.9860482 0.9860482 343754 3907351 0.0879762 338958 10409 4796 3553188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 0.9857990 0.9920336 0.9796421 0.9796421 483548 3907351 0.1237534 473704 3804 9844 3419999
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 0.9973501 0.9966694 0.9980318 0.9980318 883031 3978798 0.2219341 881293 2945 1738 3092822
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 2 CD19 CD19 0.9974417 0.9962172 0.9986692 0.9986692 419294 3978798 0.1053821 418736 1590 558 3557914
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 0.9346869 0.9530722 0.9169976 0.9169976 182585 3978798 0.0458895 167430 8244 15155 3787969
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 0.9969014 0.9963477 0.9974557 0.9974557 1658216 3978798 0.4167631 1653997 6063 4219 2314519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 0.9743091 0.9670460 0.9816821 0.9816821 353753 3978798 0.0889095 347273 11834 6480 3613211
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 0.9863478 0.9889464 0.9837628 0.9837628 481919 3978798 0.1211218 474094 5299 7825 3491580
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 0.9725459 0.9655068 0.9796884 0.9796884 901060 3768363 0.2391118 882758 31537 18302 2835766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 0.9873664 0.9782040 0.9967020 0.9967020 410254 3768363 0.1088680 408901 9111 1353 3348998
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 0.7831594 0.7221888 0.8553742 0.8553742 140300 3768363 0.0372310 120009 46165 20291 3581898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 0.9779474 0.9741259 0.9817990 0.9817990 1485856 3768363 0.3942975 1458812 38748 27044 2243759
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 0.9352445 0.9264022 0.9442572 0.9442572 344152 3768363 0.0913267 324968 25817 19184 3398394
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 0.9220569 0.9933695 0.8602974 0.8602974 486741 3768363 0.1291651 418742 2795 67999 3278827
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 0.9735733 0.9506738 0.9976032 0.9976032 849053 3789323 0.2240646 847018 43948 2035 2896322
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 0.9750811 0.9535888 0.9975645 0.9975645 408947 3789323 0.1079209 407951 19855 996 3360521
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 0.2401219 0.3294171 0.1889131 0.1889131 153912 3789323 0.0406173 29076 59189 124836 3576222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 0.9670446 0.9612750 0.9728839 0.9728839 1624641 3789323 0.4287418 1580587 63674 44054 2101008
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 0.8537092 0.7876727 0.9318317 0.9318317 353537 3789323 0.0932982 329437 88804 24100 3346982
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 0.8895033 1.0000000 0.8009959 0.8009959 399233 3789323 0.1053573 319784 0 79449 3390090
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 0.9609019 0.9319827 0.9916733 0.9916733 897952 3586312 0.2503831 890475 64988 7477 2623372
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 0.9871038 0.9814502 0.9928228 0.9928228 403363 3586312 0.1124729 400468 7569 2895 3175380
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 0.1884421 0.3809677 0.1251808 0.1251808 151397 3586312 0.0422152 18952 30795 132445 3404120
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 0.9749384 0.9700127 0.9799144 0.9799144 1472895 3586312 0.4106991 1443311 44619 29584 2068798
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 0.8512983 0.7523639 0.9801915 0.9801915 325921 3586312 0.0908792 319465 105150 6456 3155241
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 0.8721326 0.9964379 0.7754015 0.7754015 334784 3586312 0.0933505 259592 928 75192 3250600
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 0.9680160 0.9431046 0.9942791 0.9942791 890591 3674391 0.2423779 885496 53420 5095 2730380
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 0.9875554 0.9802563 0.9949641 0.9949641 386627 3674391 0.1052221 384680 7748 1947 3280016
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 0.5936990 0.7872259 0.4765474 0.4765474 130199 3674391 0.0354342 62046 16770 68153 3527422
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 0.9868906 0.9800592 0.9938180 0.9938180 1600287 3674391 0.4355244 1590394 32359 9893 2041745
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 0.8898177 0.8216775 0.9702812 0.9702812 329354 3674391 0.0896350 319566 69353 9788 3275684
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 0.8553667 0.9989230 0.7478871 0.7478871 337333 3674391 0.0918065 252287 272 85046 3336786
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 0.9698996 0.9439157 0.9973546 0.9973546 880012 3694040 0.2382248 877684 52149 2328 2761879
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 0.9726984 0.9511721 0.9952215 0.9952215 418543 3694040 0.1133022 416543 21383 2000 3254114
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 0.2385881 0.2493811 0.2286905 0.2286905 136993 3694040 0.0370849 31329 94298 105664 3462749
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 0.9589486 0.9829121 0.9361257 0.9361257 1567485 3694040 0.4243281 1467363 25510 100122 2101045
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 0.8620573 0.7612306 0.9936711 0.9936711 342874 3694040 0.0928182 340704 106866 2170 3244300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 0.8540332 0.9983168 0.7461890 0.7461890 348133 3694040 0.0942418 259773 438 88360 3345469
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 0.9833152 0.9788014 0.9878708 0.9878708 915398 3804850 0.2405871 904295 19585 11103 2869867
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 0.9684924 0.9906383 0.9473151 0.9473151 410288 3804850 0.1078329 388672 3673 21616 3390889
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 0.5873019 0.5193623 0.6756914 0.6756914 148112 3804850 0.0389272 100078 92616 48034 3564122
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 0.9572285 0.9594282 0.9550388 0.9550388 1497047 3804850 0.3934576 1429738 60460 67309 2247343
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 0.8442696 0.9340942 0.7702049 0.7702049 345016 3804850 0.0906780 265733 18749 79283 3441085
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 0.8535101 0.8270967 0.8816660 0.8816660 488989 3804850 0.1285173 431125 90126 57864 3225735
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 0.9800303 0.9954174 0.9651116 0.9651116 850311 3956437 0.2149184 820645 3778 29666 3102348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 0.9736729 0.9862056 0.9614547 0.9614547 410167 3956437 0.1036708 394357 5516 15810 3540754
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 0.0002055 0.1681416 0.0001028 0.0001028 184787 3956437 0.0467054 19 94 184768 3771556
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 0.9792204 0.9690035 0.9896551 0.9896551 1680825 3956437 0.4248330 1663437 53210 17388 2222402
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 0.8194636 0.7148988 0.9598572 0.9598572 364424 3956437 0.0921091 349795 139498 14629 3452515
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 0.9171249 0.8646823 0.9763394 0.9763394 465923 3956437 0.1177633 454899 71189 11024 3419325
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 0.9837281 0.9865858 0.9808869 0.9808869 901423 3871161 0.2328560 884194 12022 17229 2957716
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 0.9574063 0.9537911 0.9610490 0.9610490 406331 3871161 0.1049636 390504 18919 15827 3445911
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 0.5481865 0.5044869 0.6001747 0.6001747 177410 3871161 0.0458286 106477 104583 70933 3589168
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 0.9667308 0.9650710 0.9683963 0.9683963 1569785 3871161 0.4055075 1520174 55020 49611 2246356
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 0.8371023 0.8982033 0.7837847 0.7837847 335115 3871161 0.0865671 262658 29768 72457 3506278
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 0.9087143 0.9033526 0.9141400 0.9141400 481097 3871161 0.1242772 439790 47052 41307 3343012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 0.9903488 0.9885067 0.9921978 0.9921978 891283 3907351 0.2281042 884329 10282 6954 3005786
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 0.9769268 0.9781829 0.9756739 0.9756739 389869 3907351 0.0997783 380385 8484 9484 3508998
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 0.6734801 0.8444182 0.5600978 0.5600978 169715 3907351 0.0434348 95057 17514 74658 3720122
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 0.9775410 0.9926116 0.9629213 0.9629213 1629182 3907351 0.4169531 1568774 11677 60408 2266492
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 0.9034461 0.8367305 0.9817224 0.9817224 343754 3907351 0.0879762 337471 65850 6283 3497747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 0.9197627 0.8814224 0.9615902 0.9615902 483548 3907351 0.1237534 464975 62553 18573 3361250
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 0.9721069 0.9956509 0.9496507 0.9496507 883031 3978798 0.2219341 838571 3663 44460 3092104
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 0.9829784 0.9861757 0.9798018 0.9798018 419294 3978798 0.1053821 410825 5759 8469 3553745
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 0.1667024 0.6450506 0.0957198 0.0957198 182585 3978798 0.0458895 17477 9617 165108 3786596
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 0.9817406 0.9745997 0.9889870 0.9889870 1658216 3978798 0.4167631 1639954 42741 18262 2277841
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 0.8292656 0.7248456 0.9688342 0.9688342 353753 3978798 0.0889095 342728 130101 11025 3494944
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 0.9139266 0.8667788 0.9664985 0.9664985 481919 3978798 0.1211218 465774 71588 16145 3425291
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 0.9245120 0.9837045 0.8720389 0.8720389 888012 3615263 0.2456286 774381 12828 113631 2714423
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 0.9351172 0.9758581 0.8976417 0.8976417 388889 3615263 0.1075687 349083 8636 39806 3217738
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 0.3544042 0.3449816 0.3643559 0.3643559 118892 3615263 0.0328861 43319 82250 75573 3414121
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 0.9679295 0.9435796 0.9935695 0.9935695 1488835 3615263 0.4118193 1479261 88451 9574 2037977
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 0.7358693 0.8511334 0.6481007 0.6481007 263834 3615263 0.0729778 170991 29907 92843 3321522
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 0.7993407 0.7234829 0.8929694 0.8929694 466801 3615263 0.1291195 416839 159317 49962 2989145
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 0.9587822 0.9579793 0.9595864 0.9595864 810693 3828528 0.2117506 777930 34123 32763 2983712
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 2 CD19 CD19 0.9799954 0.9751345 0.9849051 0.9849051 405500 3828528 0.1059154 399379 10184 6121 3412844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 0.1998885 0.3441256 0.1408518 0.1408518 170541 3828528 0.0445448 24021 45782 146520 3612205
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 0.9700087 0.9645883 0.9754904 0.9754904 1657186 3828528 0.4328520 1616569 59347 40617 2111995
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 0.8141154 0.7387591 0.9065912 0.9065912 352076 3828528 0.0919612 319189 112872 32887 3363580
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 0.8586061 0.8620075 0.8552315 0.8552315 432532 3828528 0.1129761 369915 59217 62617 3336779
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 0.9575791 0.9512128 0.9640312 0.9640312 861024 3629528 0.2372275 830054 42573 30970 2725931
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 0.9501815 0.9753403 0.9262879 0.9262879 390913 3629528 0.1077035 362098 9155 28815 3229460
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 0.3219981 0.4488136 0.2510594 0.2510594 128611 3629528 0.0354346 32289 39654 96322 3461263
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 0.9638913 0.9433163 0.9853838 0.9853838 1550880 3629528 0.4272952 1528212 91830 22668 1986818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 0.7980408 0.7898424 0.8064112 0.8064112 255991 3629528 0.0705301 206434 54927 49557 3318610
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 0.8118997 0.8211089 0.8028948 0.8028948 442109 3629528 0.1218090 354967 77335 87142 3110084
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 0.9291315 0.9724627 0.8894971 0.8894971 859896 3718230 0.2312649 764875 21659 95021 2836675
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 0.9688533 0.9642462 0.9735047 0.9735047 383992 3718230 0.1032728 373818 13861 10174 3320377
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 0.2837239 0.5915482 0.1866150 0.1866150 123093 3718230 0.0331053 22971 15861 100122 3579276
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 0.9699528 0.9501866 0.9905588 0.9905588 1616314 3718230 0.4346998 1601054 83935 15260 2017981
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 0.8450698 0.8148163 0.8776566 0.8776566 276484 3718230 0.0743590 242658 55149 33826 3386597
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 0.8101688 0.7605884 0.8666640 0.8666640 458451 3718230 0.1232982 397323 125066 61128 3134713
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 0.8978136 0.9805601 0.8279457 0.8279457 821113 3792755 0.2164951 679837 13478 141276 2958164
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 0.8928231 0.9709350 0.8263436 0.8263436 402116 3792755 0.1060221 332286 9947 69830 3380692
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 0.2833268 0.4451704 0.2077855 0.2077855 152489 3792755 0.0402053 31685 39490 120804 3600776
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 0.9531564 0.9220457 0.9864399 0.9864399 1643495 3792755 0.4333249 1621209 137065 22286 2012195
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 0.7347428 0.6269440 0.8873099 0.8873099 322078 3792755 0.0849193 285783 170052 36295 3300625
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 0.7430990 0.7269915 0.7599366 0.7599366 451464 3792755 0.1190333 343084 128839 108380 3212452
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 0.1964578 0.2392922 0.1666303 0.1666303 915398 3804850 0.2405871 152533 484901 762865 2404551
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 0.1304755 0.1073003 0.1664197 0.1664197 410288 3804850 0.1078329 68280 568065 342008 2826497
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 0.0634562 0.0391311 0.1677109 0.1677109 148112 3804850 0.0389272 24840 609950 123272 3046788
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 0.2325899 0.3930687 0.1651598 0.1651598 1497047 3804850 0.3934576 247252 381778 1249795 1926025
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 0.1171306 0.0904834 0.1660242 0.1660242 345016 3804850 0.0906780 57281 575774 287735 2884060
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 0.1445407 0.1279936 0.1660017 0.1660017 488989 3804850 0.1285173 81173 553023 407816 2762838
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 0.1878153 0.2149555 0.1667602 0.1667602 850311 3956437 0.2149184 141798 517864 708513 2588262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 0.1284215 0.1039581 0.1679414 0.1679414 410167 3956437 0.1036708 68884 593729 341283 2952541
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 0.0728570 0.0466034 0.1668516 0.1668516 184787 3956437 0.0467054 30832 630751 153955 3140899
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 0.2378556 0.4245202 0.1652111 0.1652111 1680825 3956437 0.4248330 277691 376438 1403134 1899174
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 0.1182682 0.0918781 0.1659276 0.1659276 364424 3956437 0.0921091 60468 597665 303956 2994348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 0.1375178 0.1172755 0.1662056 0.1662056 465923 3956437 0.1177633 77439 582878 388484 2907636
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 0.1945023 0.2329712 0.1669372 0.1669372 901423 3871161 0.2328560 150481 495440 750942 2474298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 0.1294103 0.1052542 0.1679567 0.1679567 406331 3871161 0.1049636 68246 580146 338085 2884684
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 0.0718694 0.0457826 0.1670594 0.1670594 177410 3871161 0.0458286 29638 617726 147772 3076025
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 0.2368635 0.4065318 0.1671165 0.1671165 1569785 3871161 0.4055075 262337 382968 1307448 1918408
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 0.1136239 0.0863713 0.1660027 0.1660027 335115 3871161 0.0865671 55630 588450 279485 2947596
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 0.1424639 0.1247698 0.1660060 0.1660060 481097 3871161 0.1242772 79865 560234 401232 2829830
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 0.1921807 0.2269582 0.1666452 0.1666452 891283 3907351 0.2281042 148528 505901 742755 2510167
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 0.1254271 0.1002177 0.1675819 0.1675819 389869 3907351 0.0997783 65335 586596 324534 2930886
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 0.0687986 0.0433611 0.1664379 0.1664379 169715 3907351 0.0434348 28247 623189 141468 3114447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 0.2380220 0.4172684 0.1664989 0.1664989 1629182 3907351 0.4169531 271257 378821 1357925 1899348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 0.1153901 0.0880475 0.1673639 0.1673639 343754 3907351 0.0879762 57532 595888 286222 2967709
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 0.1420001 0.1241407 0.1658615 0.1658615 483548 3907351 0.1237534 80202 565855 403346 2857948
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 0.1891242 0.2214946 0.1650089 0.1650089 883031 3978798 0.2219341 145708 512132 737323 2583635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 0.1286167 0.1048351 0.1663534 0.1663534 419294 3978798 0.1053821 69751 595589 349543 2963915
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 0.0721317 0.0460167 0.1667826 0.1667826 182585 3978798 0.0458895 30452 631308 152133 3164905
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 0.2380033 0.4161619 0.1666574 0.1666574 1658216 3978798 0.4167631 276354 387700 1381862 1932882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 0.1168220 0.0894182 0.1684452 0.1684452 353753 3978798 0.0889095 59588 606809 294165 3018236
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 0.1396947 0.1205866 0.1659989 0.1659989 481919 3978798 0.1211218 79998 583409 401921 2913470
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1 /Granulocytes /Granulocytes 0.9999285 0.9998977 0.9999593 0.9999593 10045380 16665728 0.6027567 10044971 1028 409 6619320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9510191 0.9618294 0.9404491 0.9404491 53534 16665728 0.0032122 50346 1998 3188 16610196
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9603113 0.9985246 0.9249151 0.9249151 51222 16665728 0.0030735 47376 70 3846 16614436
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9624724 0.9850647 0.9408932 0.9408932 66033 16665728 0.0039622 62130 942 3903 16598753
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9723399 0.9552348 0.9900688 0.9900688 102807 16665728 0.0061688 101786 4770 1021 16558151
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8037022 0.8408730 0.7696785 0.7696785 7559 16665728 0.0004536 5818 1101 1741 16657068
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7982987 0.9930556 0.6674075 0.6674075 8999 16665728 0.0005400 6006 42 2993 16656687
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9777381 0.9870125 0.9686365 0.9686365 50919 16665728 0.0030553 49322 649 1597 16614160
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8080210 0.9932557 0.6810165 0.6810165 24437 16665728 0.0014663 16642 113 7795 16641178
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9867705 0.9789409 0.9947264 0.9947264 634103 16665728 0.0380483 630759 13569 3344 16018056
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9950104 0.9917150 0.9983277 0.9983277 1043491 16665728 0.0626130 1041746 8703 1745 15613534
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9417913 0.9866823 0.9008073 0.9008073 50417 16665728 0.0030252 45416 613 5001 16614698
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9729178 0.9619971 0.9840892 0.9840892 94841 16665728 0.0056908 93332 3687 1509 16567200
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9580820 0.9585129 0.9576516 0.9576516 53414 16665728 0.0032050 51152 2214 2262 16610100
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9563377 0.9258811 0.9888662 0.9888662 44100 16665728 0.0026461 43609 3491 491 16618137
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9968281 0.9952124 0.9984491 0.9984491 146363 16665728 0.0087823 146136 703 227 16518662
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1287 16665728 0.0000772 0 0 1287 16664441
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9974819 0.9953775 0.9995952 0.9995952 1057277 16665728 0.0634402 1056849 4908 428 15603543
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9878789 0.9845042 0.9912768 0.9912768 146965 16665728 0.0088184 145683 2293 1282 16516470
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9972488 0.9958112 0.9986905 0.9986905 1386827 16665728 0.0832143 1385011 5826 1816 15273075
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0071779 0.9047619 0.0036033 0.0036033 5273 16665728 0.0003164 19 2 5254 16660453
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8623288 0.9587430 0.7835342 0.7835342 45051 16665728 0.0027032 35299 1519 9752 16619158
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9936978 0.9950543 0.9923449 0.9923449 477069 16665728 0.0286258 473417 2353 3652 16186306
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9948484 0.9921778 0.9975333 0.9975333 480394 16665728 0.0288253 479209 3778 1185 16181556
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9770656 0.9746028 0.9795409 0.9795409 98880 16665728 0.0059331 96857 2524 2023 16564324
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9942658 0.9929520 0.9955831 0.9955831 456650 16665728 0.0274005 454633 3227 2017 16205851
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9013785 0.9988027 0.8212710 0.8212710 29458 16665728 0.0017676 24193 29 5265 16636241
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1 /Granulocytes /Granulocytes 0.9996266 0.9998407 0.9994125 0.9994125 10049130 16671781 0.6027628 10043226 1600 5904 6621051
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9391189 0.9831787 0.8988387 0.8988387 53647 16671781 0.0032178 48220 825 5427 16617309
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9849748 0.9910951 0.9789297 0.9789297 51162 16671781 0.0030688 50084 450 1078 16620169
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9745092 0.9836752 0.9655125 0.9655125 65966 16671781 0.0039567 63691 1057 2275 16604758
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9760888 0.9594465 0.9933186 0.9933186 102822 16671781 0.0061674 102135 4317 687 16564642
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7461232 0.9700232 0.6062005 0.6062005 7580 16671781 0.0004547 4595 142 2985 16664059
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9368585 0.9387436 0.9349811 0.9349811 8982 16671781 0.0005388 8398 548 584 16662251
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9615552 0.9902967 0.9344349 0.9344349 50896 16671781 0.0030528 47559 466 3337 16620419
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9180880 0.9847085 0.8599107 0.8599107 24413 16671781 0.0014643 20993 326 3420 16647042
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9909005 0.9873383 0.9944885 0.9944885 633948 16671781 0.0380252 630454 8085 3494 16029748
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9942176 0.9899843 0.9984873 0.9984873 1043190 16671781 0.0625722 1041612 10538 1578 15618053
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9149908 0.9940476 0.8475823 0.8475823 50834 16671781 0.0030491 43086 258 7748 16620689
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9784849 0.9793413 0.9776299 0.9776299 94993 16671781 0.0056978 92868 1959 2125 16574829
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0911717 1.0000000 0.0477632 0.0477632 2973 16671781 0.0001783 142 0 2831 16668808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9614190 0.9357510 0.9885348 0.9885348 53379 16671781 0.0032018 52767 3623 612 16614779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9526181 0.9270793 0.9796039 0.9796039 44126 16671781 0.0026467 43226 3400 900 16624255
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9962989 0.9943403 0.9982653 0.9982653 146426 16671781 0.0087829 146172 832 254 16524523
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1291 16671781 0.0000774 0 0 1291 16670490
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9968020 0.9946838 0.9989292 0.9989292 1058076 16671781 0.0634651 1056943 5649 1133 15608056
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9833931 0.9822065 0.9845825 0.9845825 147170 16671781 0.0088275 144901 2625 2269 16521986
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9971062 0.9948791 0.9993433 0.9993433 1387270 16671781 0.0832107 1386359 7136 911 15277375
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.2505378 0.9767742 0.1436978 0.1436978 5268 16671781 0.0003160 757 18 4511 16666495
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8688078 0.9490709 0.8010619 0.8010619 45014 16671781 0.0027000 36059 1935 8955 16624832
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9885219 0.9868828 0.9901665 0.9901665 477552 16671781 0.0286443 472856 6285 4696 16187944
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9922181 0.9910633 0.9933755 0.9933755 480489 16671781 0.0288205 477306 4304 3183 16186988
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9761662 0.9922807 0.9605667 0.9605667 99028 16671781 0.0059399 95123 740 3905 16572013
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9950606 0.9952971 0.9948242 0.9948242 456741 16671781 0.0273961 454377 2147 2364 16212893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9600363 0.9849796 0.9363250 0.9363250 29415 16671781 0.0017644 27542 420 1873 16641946
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1 /Granulocytes /Granulocytes 0.9999902 0.9999992 0.9999812 0.9999812 9667226 16028386 0.6031316 9667044 8 182 6361152
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9880217 0.9930280 0.9830657 0.9830657 51434 16028386 0.0032089 50563 355 871 15976597
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9951247 0.9974142 0.9928457 0.9928457 49341 16028386 0.0030784 48988 127 353 15978918
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9970790 0.9976493 0.9965093 0.9965093 63884 16028386 0.0039857 63661 150 223 15964352
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9954486 0.9917164 0.9992090 0.9992090 98608 16028386 0.0061521 98530 823 78 15928955
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9467098 0.9946816 0.9031522 0.9031522 7455 16028386 0.0004651 6733 36 722 16020895
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9643209 0.9658338 0.9628128 0.9628128 8632 16028386 0.0005385 8311 294 321 16019460
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9887484 0.9920421 0.9854765 0.9854765 48955 16028386 0.0030543 48244 387 711 15979044
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9878527 0.9977185 0.9781801 0.9781801 23694 16028386 0.0014783 23177 53 517 16004639
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9989497 0.9982799 0.9996203 0.9996203 608440 16028386 0.0379602 608209 1048 231 15418898
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9981392 0.9968969 0.9993846 0.9993846 999417 16028386 0.0623529 998802 3109 615 15025860
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9670824 0.9925185 0.9429175 0.9429175 49665 16028386 0.0030986 46830 353 2835 15978368
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9947687 0.9973473 0.9922033 0.9922033 91321 16028386 0.0056975 90609 241 712 15936824
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9859105 0.9992769 0.9728969 0.9728969 2841 16028386 0.0001772 2764 2 77 16025543
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9964413 0.9972527 0.9956311 0.9956311 51043 16028386 0.0031845 50820 140 223 15977203
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9917316 0.9930590 0.9904078 0.9904078 42326 16028386 0.0026407 41920 293 406 15985767
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9986432 0.9988703 0.9984163 0.9984163 140807 16028386 0.0087849 140584 159 223 15887420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 1.0000000 0.0007981 0.0007981 1253 16028386 0.0000782 1 0 1252 16027133
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9997421 0.9996171 0.9998671 0.9998671 1015787 16028386 0.0633743 1015652 389 135 15012210
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9976530 0.9989138 0.9963954 0.9963954 141210 16028386 0.0088100 140701 153 509 15887023
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9996131 0.9994130 0.9998133 0.9998133 1333382 16028386 0.0831888 1333133 783 249 14694221
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.9333611 0.9940120 0.8796860 0.8796860 5095 16028386 0.0003179 4482 27 613 16023264
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9848824 0.9868372 0.9829352 0.9829352 43247 16028386 0.0026982 42509 567 738 15984572
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9972658 0.9982699 0.9962637 0.9962637 459282 16028386 0.0286543 457566 793 1716 15568311
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9988928 0.9985012 0.9992847 0.9992847 461350 16028386 0.0287833 461020 692 330 15566344
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9965063 0.9970895 0.9959238 0.9959238 94941 16028386 0.0059233 94554 276 387 15933169
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9993183 0.9991556 0.9994809 0.9994809 439245 16028386 0.0274042 439017 371 228 15588770
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9945584 0.9985149 0.9906332 0.9906332 28505 16028386 0.0017784 28238 42 267 15999839
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1 /Granulocytes /Granulocytes 0.9999860 0.9999987 0.9999734 0.9999734 9748168 16163956 0.6030806 9747909 13 259 6415775
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9823193 0.9932590 0.9716181 0.9716181 51864 16163956 0.0032086 50392 342 1472 16111750
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9943560 0.9979329 0.9908046 0.9908046 49699 16163956 0.0030747 49242 102 457 16114155
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9954864 0.9973427 0.9936370 0.9936370 64592 16163956 0.0039961 64181 171 411 16099193
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9964985 0.9943696 0.9986365 0.9986365 99743 16163956 0.0061707 99607 564 136 16063649
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9671474 0.9835456 0.9512870 0.9512870 7226 16163956 0.0004470 6874 115 352 16156615
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9569838 0.9479283 0.9662139 0.9662139 8761 16163956 0.0005420 8465 465 296 16154730
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9867533 0.9924857 0.9810868 0.9810868 49542 16163956 0.0030650 48605 368 937 16114046
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9893216 0.9969681 0.9817914 0.9817914 23780 16163956 0.0014712 23347 71 433 16140105
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9988664 0.9981243 0.9996097 0.9996097 614859 16163956 0.0380389 614619 1155 240 15547942
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9974779 0.9958006 0.9991608 0.9991608 1012907 16163956 0.0626645 1012057 4268 850 15146781
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9575901 0.9972045 0.9210028 0.9210028 48027 16163956 0.0029712 44233 124 3794 16115805
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9936105 0.9961641 0.9910700 0.9910700 91713 16163956 0.0056739 90894 350 819 16071893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9846588 0.9985694 0.9711304 0.9711304 2875 16163956 0.0001779 2792 4 83 16161077
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9945908 0.9944087 0.9947731 0.9947731 51847 16163956 0.0032076 51576 290 271 16111819
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9910837 0.9919088 0.9902599 0.9902599 42710 16163956 0.0026423 42294 345 416 16120901
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9985826 0.9985367 0.9986285 0.9986285 141450 16163956 0.0087510 141256 207 194 16022299
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1255 16163956 0.0000776 0 0 1255 16162701
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9996789 0.9995094 0.9998485 0.9998485 1022797 16163956 0.0632764 1022642 502 155 15140657
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9972684 0.9979877 0.9965502 0.9965502 142328 16163956 0.0088053 141837 286 491 16021342
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9995591 0.9993273 0.9997910 0.9997910 1344605 16163956 0.0831854 1344324 905 281 14818446
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8908858 0.9978433 0.8046377 0.8046377 5175 16163956 0.0003202 4164 9 1011 16158772
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9812449 0.9891666 0.9734491 0.9734491 43991 16163956 0.0027215 42823 469 1168 16119496
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9978450 0.9971676 0.9985234 0.9985234 461870 16163956 0.0285741 461188 1310 682 15700776
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9987135 0.9981695 0.9992580 0.9992580 464947 16163956 0.0287644 464602 852 345 15698157
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9962744 0.9973114 0.9952395 0.9952395 95789 16163956 0.0059261 95333 257 456 16067910
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9989840 0.9988442 0.9991239 0.9991239 442855 16163956 0.0273977 442467 512 388 15720589
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9942815 0.9969747 0.9916028 0.9916028 28581 16163956 0.0017682 28341 86 240 16135289
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1 /Granulocytes /Granulocytes 0.9999827 0.9999997 0.9999657 0.9999657 9715414 16114380 0.6029034 9715081 3 333 6398963
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9897648 0.9928526 0.9866961 0.9866961 52090 16114380 0.0032325 51397 370 693 16061920
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9969114 0.9979999 0.9958253 0.9958253 49105 16114380 0.0030473 48900 98 205 16065177
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9973565 0.9970637 0.9976496 0.9976496 62967 16114380 0.0039075 62819 185 148 16051228
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9976621 0.9957446 0.9995869 0.9995869 99255 16114380 0.0061594 99214 424 41 16014701
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9657143 0.9905647 0.9420802 0.9420802 7355 16114380 0.0004564 6929 66 426 16106959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9741459 0.9736964 0.9745958 0.9745958 8660 16114380 0.0005374 8440 228 220 16105492
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9894262 0.9936615 0.9852269 0.9852269 49008 16114380 0.0030413 48284 308 724 16065064
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9952787 0.9979587 0.9926131 0.9926131 23149 16114380 0.0014365 22978 47 171 16091184
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9993593 0.9990165 0.9997024 0.9997024 611657 16114380 0.0379572 611475 602 182 15502121
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9979097 0.9963279 0.9994966 0.9994966 1007120 16114380 0.0624982 1006613 3710 507 15103550
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9610328 0.9953150 0.9290335 0.9290335 50080 16114380 0.0031078 46526 219 3554 16064081
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9951970 0.9971181 0.9932833 0.9932833 92307 16114380 0.0057282 91687 265 620 16021808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9873284 0.9978655 0.9770115 0.9770115 2871 16114380 0.0001782 2805 6 66 16111503
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9966710 0.9972033 0.9961392 0.9961392 51544 16114380 0.0031986 51345 144 199 16062692
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9908347 0.9948326 0.9868689 0.9868689 42723 16114380 0.0026512 42162 219 561 16071438
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9986971 0.9987853 0.9986090 0.9986090 141624 16114380 0.0087887 141427 172 197 15972584
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA NA 0.0000000 0.0000000 1244 16114380 0.0000772 0 0 1244 16113136
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9997764 0.9997110 0.9998418 0.9998418 1024102 16114380 0.0635521 1023940 296 162 15089982
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9978764 0.9989037 0.9968511 0.9968511 142591 16114380 0.0088487 142142 156 449 15971633
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9997947 0.9997641 0.9998253 0.9998253 1339735 16114380 0.0831391 1339501 316 234 14774329
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.9580211 0.9944598 0.9241584 0.9241584 5050 16114380 0.0003134 4667 26 383 16109304
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9863746 0.9913999 0.9814001 0.9814001 43226 16114380 0.0026824 42422 368 804 16070786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9982397 0.9980356 0.9984438 0.9984438 462035 16114380 0.0286722 461316 908 719 15651437
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9988644 0.9981774 0.9995523 0.9995523 464639 16114380 0.0288338 464431 848 208 15648893
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9964718 0.9968927 0.9960514 0.9960514 95983 16114380 0.0059564 95604 298 379 16018099
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9993297 0.9989751 0.9996846 0.9996846 440687 16114380 0.0273474 440548 452 139 15673241
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9958056 0.9967268 0.9948862 0.9948862 28159 16114380 0.0017474 28015 92 144 16086129
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1 /Granulocytes /Granulocytes 0.9964768 0.9999560 0.9930218 0.9930218 9944552 16209847 0.6134883 9875157 435 69395 6264860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6180401 0.9759085 0.4522125 0.4522125 37175 16209847 0.0022934 16811 415 20364 16172257
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9521316 0.9173593 0.9896439 0.9896439 51081 16209847 0.0031512 50552 4554 529 16154212
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9259632 0.9657627 0.8893141 0.8893141 52780 16209847 0.0032560 46938 1664 5842 16155403
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9025049 0.8590093 0.9506402 0.9506402 99109 16209847 0.0061141 94217 15464 4892 16095274
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8593590 0.8178463 0.9053112 0.9053112 4161 16209847 0.0002567 3767 839 394 16204847
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7425238 0.6444160 0.8758685 0.8758685 7484 16209847 0.0004617 6555 3617 929 16198746
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8773133 0.8635237 0.8915504 0.8915504 50807 16209847 0.0031343 45297 7159 5510 16151881
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0002427 0.0100334 0.0001228 0.0001228 24422 16209847 0.0015066 3 296 24419 16185129
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9729564 0.9566089 0.9898724 0.9898724 633810 16209847 0.0391003 627391 28458 6419 15547579
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9447658 0.9302070 0.9597875 0.9597875 1035127 16209847 0.0638579 993502 74542 41625 15100178
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6286488 0.4815768 0.9050471 0.9050471 38240 16209847 0.0023591 34609 37257 3631 16134350
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8922203 0.9498569 0.8411783 0.8411783 38666 16209847 0.0023853 32525 1717 6141 16169464
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 656 16209847 0.0000405 0 0 656 16209191
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9236714 0.8698264 0.9846228 0.9846228 50009 16209847 0.0030851 49240 7369 769 16152469
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9199910 0.8572739 0.9926090 0.9926090 43296 16209847 0.0026710 42976 7155 320 16159396
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9947327 0.9896277 0.9998906 0.9998906 146281 16209847 0.0090242 146265 1533 16 16062033
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0029579 0.0014990 0.1104735 0.1104735 697 16209847 0.0000430 77 51290 620 16157860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9774377 0.9897888 0.9653911 0.9653911 1020632 16209847 0.0629637 985309 10165 35323 15179050
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9693244 0.9477382 0.9919168 0.9919168 146477 16209847 0.0090363 145293 8012 1184 16055358
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9705702 0.9589157 0.9825116 0.9825116 1375023 16209847 0.0848264 1350976 57882 24047 14776942
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0034436 0.0032725 0.0036336 0.0036336 5229 16209847 0.0003226 19 5787 5210 16198831
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0976039 0.8606285 0.0517356 0.0517356 44998 16209847 0.0027760 2328 377 42670 16164472
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9910452 0.9986204 0.9835840 0.9835840 443775 16209847 0.0273769 436490 603 7285 15765469
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9728345 0.9930983 0.9533811 0.9533811 393467 16209847 0.0242733 375124 2607 18343 15813773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.6653342 0.9943798 0.4999110 0.4999110 84233 16209847 0.0051964 42109 238 42124 16125376
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9711073 0.9675995 0.9746407 0.9746407 408962 16209847 0.0252292 398591 13347 10371 15787538
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3677768 0.2698214 0.5773922 0.5773922 28698 16209847 0.0017704 16570 44841 12128 16136308
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1 /Granulocytes /Granulocytes 0.9989359 0.9998839 0.9979898 0.9979898 9959077 16287863 0.6114416 9939057 1154 20020 6327632
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.4430588 0.8107817 0.3048134 0.3048134 29605 16287863 0.0018176 9024 2106 20581 16256152
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9608851 0.9398548 0.9828780 0.9828780 50987 16287863 0.0031304 50114 3207 873 16233669
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9568672 0.9350647 0.9797105 0.9797105 65157 16287863 0.0040003 63835 4433 1322 16218273
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8995580 0.8923353 0.9068986 0.9068986 90439 16287863 0.0055525 82019 9896 8420 16187528
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6054649 0.4749422 0.8349146 0.8349146 3689 16287863 0.0002265 3080 3405 609 16280769
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8944058 0.8540169 0.9388044 0.9388044 8481 16287863 0.0005207 7962 1361 519 16278021
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8641618 0.9374769 0.8014822 0.8014822 50736 16287863 0.0031150 40664 2712 10072 16234415
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0226808 0.3834688 0.0116860 0.0116860 24217 16287863 0.0014868 283 455 23934 16263191
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9722830 0.9538261 0.9914683 0.9914683 630592 16287863 0.0387155 625212 30266 5380 15627005
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9588492 0.9707299 0.9472557 0.9472557 985529 16287863 0.0605070 933548 28149 51981 15274185
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4133716 0.3783664 0.4555143 0.4555143 48701 16287863 0.0029900 22184 36447 26517 16202715
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8540207 0.9229036 0.7947061 0.7947061 51531 16287863 0.0031638 40952 3421 10579 16232911
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8861106 0.8804348 0.8918600 0.8918600 2543 16287863 0.0001561 2268 308 275 16285012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8819711 0.7966075 0.9878253 0.9878253 50679 16287863 0.0031115 50062 12782 617 16224402
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9375683 0.8891122 0.9916104 0.9916104 43268 16287863 0.0026565 42905 5351 363 16239244
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9742375 0.9503303 0.9993785 0.9993785 144812 16287863 0.0088908 144722 7564 90 16135487
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0151430 0.0078010 0.2574153 0.2574153 944 16287863 0.0000580 243 30907 701 16256012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9833588 0.9845828 0.9821377 0.9821377 1050986 16287863 0.0645257 1032213 16163 18773 15220714
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9772662 0.9754856 0.9790532 0.9790532 145464 16287863 0.0089308 142417 3579 3047 16138820
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9707422 0.9622481 0.9793875 0.9793875 1376395 16287863 0.0845043 1348024 52887 28371 14858581
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0341707 0.0221409 0.0748260 0.0748260 5172 16287863 0.0003175 387 17092 4785 16265599
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0647169 0.9528962 0.0334959 0.0334959 44692 16287863 0.0027439 1497 74 43195 16243097
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9871766 0.9890156 0.9853445 0.9853445 463375 16287863 0.0284491 456584 5071 6791 15819417
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9717689 0.9913362 0.9529591 0.9529591 423610 16287863 0.0260077 403683 3528 19927 15860725
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8871187 0.9500886 0.8319769 0.8319769 87607 16287863 0.0053787 72887 3829 14720 16196427
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9562166 0.9289244 0.9851610 0.9851610 425904 16287863 0.0261485 419584 32104 6320 15829855
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.1322527 0.1282652 0.1364961 0.1364961 23671 16287863 0.0014533 3231 21959 20440 16242233
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1 /Granulocytes /Granulocytes 0.9987110 0.9997664 0.9976580 0.9976580 9603139 15674629 0.6126549 9580648 2239 22491 6069251
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.3514293 0.9943335 0.2134314 0.2134314 34531 15674629 0.0022030 7370 42 27161 15640056
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9517244 0.9315340 0.9728094 0.9728094 49245 15674629 0.0031417 47906 3521 1339 15621863
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9366981 0.9303640 0.9431190 0.9431190 63167 15674629 0.0040299 59574 4459 3593 15607003
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8794773 0.8494296 0.9117288 0.9117288 97597 15674629 0.0062264 88982 15773 8615 15561259
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5940424 0.4631837 0.8279570 0.8279570 5022 15674629 0.0003204 4158 4819 864 15664788
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8487136 0.8602608 0.8374724 0.8374724 7248 15674629 0.0004624 6070 986 1178 15666395
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8078472 0.7111989 0.9348946 0.9348946 48936 15674629 0.0031220 45750 18578 3186 15607115
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5356160 0.8084234 0.4004737 0.4004737 17734 15674629 0.0011314 7102 1683 10632 15655212
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9796660 0.9665725 0.9931191 0.9931191 593818 15674629 0.0378840 589732 20395 4086 15060416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9727845 0.9814374 0.9642829 0.9642829 987875 15674629 0.0630238 952591 18017 35284 14668737
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6559218 0.5347581 0.8480761 0.8480761 44700 15674629 0.0028517 37909 32981 6791 15596948
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8730350 0.8712089 0.8748687 0.8748687 51418 15674629 0.0032803 44984 6650 6434 15616561
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9352369 0.9592530 0.9123940 0.9123940 2477 15674629 0.0001580 2260 96 217 15672056
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9145740 0.8484943 0.9918154 0.9918154 43863 15674629 0.0027983 43504 7768 359 15622998
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9353490 0.8859793 0.9905456 0.9905456 41568 15674629 0.0026519 41175 5299 393 15627762
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9942898 0.9891114 0.9995228 0.9995228 140413 15674629 0.0089580 140346 1545 67 15532671
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0178272 0.0091896 0.2967742 0.2967742 930 15674629 0.0000593 276 29758 654 15643941
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9822565 0.9864407 0.9781078 0.9781078 1010130 15674629 0.0644436 988016 13581 22114 14650918
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9601986 0.9303035 0.9920788 0.9920788 140761 15674629 0.0089802 139646 10462 1115 15523406
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9785254 0.9698870 0.9873191 0.9873191 1303376 15674629 0.0831520 1286848 39954 16528 14331299
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0022164 0.0036815 0.0015854 0.0015854 5046 15674629 0.0003219 8 2165 5038 15667418
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0825357 0.8936893 0.0432657 0.0432657 42551 15674629 0.0027146 1841 219 40710 15631859
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9892959 0.9957997 0.9828765 0.9828765 444068 15674629 0.0283304 436464 1841 7604 15228720
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9820639 0.9924690 0.9718747 0.9718747 396760 15674629 0.0253122 385601 2926 11159 15274943
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9378028 0.9959712 0.8860539 0.8860539 75053 15674629 0.0047882 66501 269 8552 15599307
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9596078 0.9586703 0.9605472 0.9605472 398907 15674629 0.0254492 383169 16519 15738 15259203
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3560070 0.4114091 0.3137554 0.3137554 24296 15674629 0.0015500 7623 10906 16673 15639427
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1 /Granulocytes /Granulocytes 0.9993665 0.9998357 0.9988978 0.9988978 9660187 15734492 0.6139497 9649540 1586 10647 6072719
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.4554566 0.9941719 0.2953917 0.2953917 38691 15734492 0.0024590 11429 67 27262 15695734
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9585463 0.9398969 0.9779508 0.9779508 49571 15734492 0.0031505 48478 3100 1093 15681821
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9447101 0.9304039 0.9594631 0.9594631 63843 15734492 0.0040575 61255 4582 2588 15666067
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8995711 0.8816346 0.9182526 0.9182526 95367 15734492 0.0060610 87571 11757 7796 15627368
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7126459 0.7163837 0.7089468 0.7089468 5298 15734492 0.0003367 3756 1487 1542 15727707
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8503819 0.8500341 0.8507300 0.8507300 7329 15734492 0.0004658 6235 1100 1094 15726063
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9016072 0.9318118 0.8732992 0.8732992 49463 15734492 0.0031436 43196 3161 6267 15681868
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5341959 0.7993141 0.4011437 0.4011437 18011 15734492 0.0011447 7225 1814 10786 15714667
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9789924 0.9663819 0.9919364 0.9919364 601094 15734492 0.0382023 596247 20742 4847 15112656
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9562684 0.9407438 0.9723140 0.9723140 975005 15734492 0.0619661 948011 59714 26994 14699773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4351775 0.4685062 0.4062757 0.4062757 43756 15734492 0.0027809 17777 20167 25979 15670569
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7719888 0.7511794 0.7939840 0.7939840 43118 15734492 0.0027403 34235 11340 8883 15680034
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.3259874 0.2003927 0.8733600 0.8733600 1753 15734492 0.0001114 1531 6109 222 15726630
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9271743 0.8741199 0.9870851 0.9870851 47542 15734492 0.0030215 46928 6758 614 15680192
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9260676 0.8686837 0.9915691 0.9915691 41870 15734492 0.0026610 41517 6276 353 15686346
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9940429 0.9885165 0.9996313 0.9996313 141054 15734492 0.0089646 141002 1638 52 15591800
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0081007 0.0043217 0.0645161 0.0645161 713 15734492 0.0000453 46 10598 667 15723181
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9822941 0.9889172 0.9757592 0.9757592 1010031 15734492 0.0641922 985547 11045 24484 14713416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9682900 0.9451989 0.9925376 0.9925376 141644 15734492 0.0090021 140587 8151 1057 15584697
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9737677 0.9646704 0.9830382 0.9830382 1327749 15734492 0.0843846 1305228 47802 22521 14358941
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0016174 0.0019808 0.0013667 0.0013667 5122 15734492 0.0003255 7 3527 5115 15725843
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.1016292 0.8318297 0.0541207 0.0541207 42590 15734492 0.0027068 2305 466 40285 15691436
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9881599 0.9977683 0.9787348 0.9787348 442177 15734492 0.0281024 432774 968 9403 15291347
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9869956 0.9968503 0.9773339 0.9773339 379200 15734492 0.0240999 370605 1171 8595 15354121
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8475779 0.9920941 0.7398112 0.7398112 83793 15734492 0.0053254 61991 494 21802 15650205
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9791781 0.9677340 0.9908961 0.9908961 390820 15734492 0.0248384 387262 12912 3558 15330760
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.5144309 0.4427318 0.6138407 0.6138407 27701 15734492 0.0017605 17004 21403 10697 15685388
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1 /Granulocytes /Granulocytes 0.9965344 0.9999787 0.9931138 0.9931138 9463844 15536797 0.6091245 9398674 200 65170 6072753
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6345824 0.8787413 0.4966013 0.4966013 37956 15536797 0.0024430 18849 2601 19107 15496240
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9358847 0.8937047 0.9822434 0.9822434 48996 15536797 0.0031535 48126 5724 870 15482077
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9454740 0.9242266 0.9677212 0.9677212 62239 15536797 0.0040059 60230 4938 2009 15469620
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8976918 0.8951343 0.9002638 0.9002638 97026 15536797 0.0062449 87349 10233 9677 15429538
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.4506170 0.2983591 0.9202230 0.9202230 4663 15536797 0.0003001 4291 10091 372 15522043
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.7662142 0.7969520 0.7377593 0.7377593 7230 15536797 0.0004653 5334 1359 1896 15528208
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7922045 0.8492817 0.7423161 0.7423161 48901 15536797 0.0031474 36300 6442 12601 15481454
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5033782 0.7698206 0.3739504 0.3739504 15839 15536797 0.0010195 5923 1771 9916 15519187
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9798998 0.9684676 0.9916051 0.9916051 595959 15536797 0.0383579 590956 19241 5003 14921597
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9069212 0.9655935 0.8549707 0.8549707 910692 15536797 0.0586152 778615 27744 132077 14598361
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.3163975 0.2044685 0.6990891 0.6990891 47755 15536797 0.0030737 33385 129892 14370 15359150
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8669715 0.8756224 0.8584898 0.8584898 50802 15536797 0.0032698 43613 6195 7189 15479800
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8793893 0.8604353 0.8991971 0.8991971 2242 15536797 0.0001443 2016 327 226 15534228
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8753015 0.7841476 0.9904357 0.9904357 46527 15536797 0.0029946 46082 12685 445 15477585
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9285850 0.8694270 0.9963812 0.9963812 41727 15536797 0.0026857 41576 6244 151 15488826
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9944328 0.9893363 0.9995821 0.9995821 141171 15536797 0.0090862 141112 1521 59 15394105
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0109764 0.0057585 0.1169306 0.1169306 821 15536797 0.0000528 96 16575 725 15519401
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9840848 0.9845129 0.9836570 0.9836570 1015665 15536797 0.0653716 999066 15716 16599 14505416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9686382 0.9585106 0.9789821 0.9789821 141308 15536797 0.0090951 138338 5988 2970 15389501
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9786160 0.9660468 0.9915166 0.9915166 1302785 15536797 0.0838516 1291733 45400 11052 14188612
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.1178986 0.0849356 0.1926741 0.1926741 4723 15536797 0.0003040 910 9804 3813 15522270
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0428999 0.5053022 0.0224009 0.0224009 42543 15536797 0.0027382 953 933 41590 15493321
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9865438 0.9876740 0.9854163 0.9854163 447965 15536797 0.0288325 441432 5509 6533 15083323
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9417349 0.9903433 0.8976748 0.8976748 436530 15536797 0.0280965 391862 3821 44668 15096446
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8918641 0.9697380 0.8255676 0.8255676 84967 15536797 0.0054688 70146 2189 14821 15449641
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9389731 0.9127903 0.9667024 0.9667024 416877 15536797 0.0268316 402996 38503 13881 15081417
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.4689748 0.3136265 0.9292691 0.9292691 19044 15536797 0.0012257 17697 38730 1347 15479023
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 0.9993274 0.9992115 0.9994434 0.9994434 10045380 16665728 0.6027567 10039789 7923 5591 6612425
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8829114 0.8510520 0.9172489 0.9172489 53534 16665728 0.0032122 49104 8594 4430 16603600
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8254858 0.7176085 0.9715357 0.9715357 51222 16665728 0.0030735 49764 19583 1458 16594923
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9639306 0.9760751 0.9520846 0.9520846 66033 16665728 0.0039622 62869 1541 3164 16598154
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8535139 0.9692369 0.7624773 0.7624773 102807 16665728 0.0061688 78388 2488 24419 16560433
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5695926 0.5893337 0.5511311 0.5511311 7559 16665728 0.0004536 4166 2903 3393 16655266
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8592637 0.9402985 0.7910879 0.7910879 8999 16665728 0.0005400 7119 452 1880 16656277
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9649028 0.9875804 0.9432432 0.9432432 50919 16665728 0.0030553 48029 604 2890 16614205
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.6059545 0.9447816 0.4460040 0.4460040 24437 16665728 0.0014663 10899 637 13538 16640654
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9810692 0.9733515 0.9889103 0.9889103 634103 16665728 0.0380483 627071 17168 7032 16014457
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9843819 0.9748965 0.9940536 0.9940536 1043491 16665728 0.0626130 1037286 26710 6205 15595527
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8151727 0.8772628 0.7612908 0.7612908 50417 16665728 0.0030252 38382 5370 12035 16609941
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9071541 0.8538832 0.9675140 0.9675140 94841 16665728 0.0056908 91760 15702 3081 16555185
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8294405 0.9793292 0.7193432 0.7193432 53414 16665728 0.0032050 38423 811 14991 16611503
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9531732 0.9213255 0.9873016 0.9873016 44100 16665728 0.0026461 43540 3718 560 16617910
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9972560 0.9963243 0.9981894 0.9981894 146363 16665728 0.0087823 146098 539 265 16518826
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0082418 0.0355030 0.0046620 0.0046620 1287 16665728 0.0000772 6 163 1281 16664278
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9775065 0.9917113 0.9637030 0.9637030 1057277 16665728 0.0634402 1018901 8516 38376 15599935
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9508805 0.9132031 0.9918008 0.9918008 146965 16665728 0.0088184 145760 13854 1205 16504909
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9852663 0.9786369 0.9919860 0.9919860 1386827 16665728 0.0832143 1375713 30031 11114 15248870
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.5346369 0.7199743 0.4251849 0.4251849 5273 16665728 0.0003164 2242 872 3031 16659583
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8279255 0.9756928 0.7190295 0.7190295 45051 16665728 0.0027032 32393 807 12658 16619870
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9807123 0.9789651 0.9824658 0.9824658 477069 16665728 0.0286258 468704 10071 8365 16178588
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9711785 0.9789236 0.9635549 0.9635549 480394 16665728 0.0288253 462886 9966 17508 16175368
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9229975 0.9427173 0.9040858 0.9040858 98880 16665728 0.0059331 89396 5432 9484 16561416
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9731020 0.9636621 0.9827286 0.9827286 456650 16665728 0.0274005 448763 16922 7887 16192156
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8200066 0.7373171 0.9235861 0.9235861 29458 16665728 0.0017676 27207 9693 2251 16626577
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 0.9991257 0.9991503 0.9991011 0.9991011 10049130 16671781 0.6027628 10040097 8538 9033 6614113
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8327785 0.9654647 0.7321565 0.7321565 53647 16671781 0.0032178 39278 1405 14369 16616729
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9122333 0.8772196 0.9501583 0.9501583 51162 16671781 0.0030688 48612 6804 2550 16613815
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9715966 0.9763935 0.9668466 0.9668466 65966 16671781 0.0039567 63779 1542 2187 16604273
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9219516 0.8812680 0.9665733 0.9665733 102822 16671781 0.0061674 99385 13390 3437 16555569
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.4705216 0.8255545 0.3290237 0.3290237 7580 16671781 0.0004547 2494 527 5086 16663674
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8991467 0.8579953 0.9444444 0.9444444 8982 16671781 0.0005388 8483 1404 499 16661395
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9408236 0.9072712 0.9769530 0.9769530 50896 16671781 0.0030528 49723 5082 1173 16615803
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7257991 0.8680579 0.6236022 0.6236022 24413 16671781 0.0014643 15224 2314 9189 16645054
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9863904 0.9809386 0.9919031 0.9919031 633948 16671781 0.0380252 628815 12219 5133 16025614
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9757088 0.9594549 0.9925229 0.9925229 1043190 16671781 0.0625722 1035390 43754 7800 15584837
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.2849084 0.8095063 0.1728764 0.1728764 50834 16671781 0.0030491 8788 2068 42046 16618879
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9140352 0.9611454 0.8713274 0.8713274 94993 16671781 0.0056978 82770 3346 12223 16573442
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7648172 0.7196678 0.8160108 0.8160108 2973 16671781 0.0001783 2426 945 547 16667863
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8725771 0.7891308 0.9757583 0.9757583 53379 16671781 0.0032018 52085 13918 1294 16604484
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9651106 0.9753744 0.9550605 0.9550605 44126 16671781 0.0026467 42143 1064 1983 16626591
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9921221 0.9857744 0.9985522 0.9985522 146426 16671781 0.0087829 146214 2110 212 16523245
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0178817 0.0797546 0.0100697 0.0100697 1291 16671781 0.0000774 13 150 1278 16670340
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9751888 0.9905609 0.9602864 0.9602864 1058076 16671781 0.0634651 1016056 9682 42020 15604023
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9709884 0.9745708 0.9674322 0.9674322 147170 16671781 0.0088275 142377 3715 4793 16520896
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9822782 0.9711657 0.9936480 0.9936480 1387270 16671781 0.0832107 1378458 40927 8812 15243584
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7446791 0.6686811 0.8401670 0.8401670 5268 16671781 0.0003160 4426 2193 842 16664320
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8867775 0.8663770 0.9081619 0.9081619 45014 16671781 0.0027000 40880 6305 4134 16620462
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9728323 0.9641067 0.9817172 0.9817172 477552 16671781 0.0286443 468821 17454 8731 16176775
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9571915 0.9852730 0.9306665 0.9306665 480489 16671781 0.0288205 447175 6684 33314 16184608
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9020562 0.9782906 0.8368441 0.8368441 99028 16671781 0.0059399 82871 1839 16157 16570914
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9638750 0.9440331 0.9845689 0.9845689 456741 16671781 0.0273961 449693 26660 7048 16188380
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7881365 0.6892732 0.9201088 0.9201088 29415 16671781 0.0017644 27065 12201 2350 16630165
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 0.9995400 0.9994155 0.9996646 0.9996646 9667226 16028386 0.6031316 9663984 5652 3242 6355508
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9345866 0.9259895 0.9433449 0.9433449 51434 16028386 0.0032089 48520 3878 2914 15973074
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9664679 0.9702980 0.9626680 0.9626680 49341 16028386 0.0030784 47499 1454 1842 15977591
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9900240 0.9858748 0.9942083 0.9942083 63884 16028386 0.0039857 63514 910 370 15963592
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9559943 0.9498643 0.9622039 0.9622039 98608 16028386 0.0061521 94881 5008 3727 15924770
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6704185 0.8194148 0.5672703 0.5672703 7455 16028386 0.0004651 4229 932 3226 16019999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9048518 0.8686847 0.9441613 0.9441613 8632 16028386 0.0005385 8150 1232 482 16018522
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9801420 0.9859050 0.9744459 0.9744459 48955 16028386 0.0030543 47704 682 1251 15978749
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8508066 0.8876812 0.8168735 0.8168735 23694 16028386 0.0014783 19355 2449 4339 16002243
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9912278 0.9888017 0.9936658 0.9936658 608440 16028386 0.0379602 604586 6847 3854 15413099
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9912959 0.9854453 0.9972164 0.9972164 999417 16028386 0.0623529 996635 14720 2782 15014249
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8081762 0.9844703 0.6854324 0.6854324 49665 16028386 0.0030986 34042 537 15623 15978184
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9594921 0.9632086 0.9558043 0.9558043 91321 16028386 0.0056975 87285 3334 4036 15933731
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9433962 0.9542672 0.9327702 0.9327702 2841 16028386 0.0001772 2650 127 191 16025418
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9621290 0.9509712 0.9735517 0.9735517 51043 16028386 0.0031845 49693 2562 1350 15974781
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9854354 0.9894017 0.9815007 0.9815007 42326 16028386 0.0026407 41543 445 783 15985615
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9981570 0.9981677 0.9981464 0.9981464 140807 16028386 0.0087849 140546 258 261 15887321
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015540 0.0294118 0.0007981 0.0007981 1253 16028386 0.0000782 1 33 1252 16027100
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9875687 0.9831958 0.9919806 0.9919806 1015787 16028386 0.0633743 1007641 17222 8146 14995377
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9758031 0.9577460 0.9945542 0.9945542 141210 16028386 0.0088100 140441 6196 769 15880980
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9912805 0.9945771 0.9880057 0.9880057 1333382 16028386 0.0831888 1317389 7183 15993 14687821
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8488095 0.8581745 0.8396467 0.8396467 5095 16028386 0.0003179 4278 707 817 16022584
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9197758 0.9631335 0.8801535 0.8801535 43247 16028386 0.0026982 38064 1457 5183 15983682
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9776209 0.9662221 0.9892920 0.9892920 459282 16028386 0.0286543 454364 15884 4918 15553220
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9758955 0.9880460 0.9640403 0.9640403 461350 16028386 0.0287833 444760 5381 16590 15561655
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9560304 0.9322064 0.9811041 0.9811041 94941 16028386 0.0059233 93147 6774 1794 15926671
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9856740 0.9888438 0.9825246 0.9825246 439245 16028386 0.0274042 431569 4869 7676 15584272
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8993444 0.9586626 0.8469391 0.8469391 28505 16028386 0.0017784 24142 1041 4363 15998840
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 0.9994656 0.9992222 0.9997091 0.9997091 9748168 16163956 0.6030806 9745332 7586 2836 6408202
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9220885 0.8977300 0.9478058 0.9478058 51864 16163956 0.0032086 49157 5600 2707 16106492
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9696872 0.9703417 0.9690336 0.9690336 49699 16163956 0.0030747 48160 1472 1539 16112785
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9910553 0.9932204 0.9888996 0.9888996 64592 16163956 0.0039961 63875 436 717 16098928
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9501333 0.9805938 0.9215083 0.9215083 99743 16163956 0.0061707 91914 1819 7829 16062394
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7456624 0.6420506 0.8891503 0.8891503 7226 16163956 0.0004470 6425 3582 801 16153148
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9205562 0.8720515 0.9747746 0.9747746 8761 16163956 0.0005420 8540 1253 221 16153942
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9787917 0.9846396 0.9730128 0.9730128 49542 16163956 0.0030650 48205 752 1337 16113662
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8486777 0.9085413 0.7962153 0.7962153 23780 16163956 0.0014712 18934 1906 4846 16138270
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9912815 0.9872700 0.9953258 0.9953258 614859 16163956 0.0380389 611985 7891 2874 15541206
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9919588 0.9948306 0.9891036 0.9891036 1012907 16163956 0.0626645 1001870 5206 11037 15145843
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8526165 0.7807496 0.9390551 0.9390551 48027 16163956 0.0029712 45100 12665 2927 16103264
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9539398 0.9701250 0.9382857 0.9382857 91713 16163956 0.0056739 86053 2650 5660 16069593
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9417954 0.9194831 0.9652174 0.9652174 2875 16163956 0.0001779 2775 243 100 16160838
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9627788 0.9775940 0.9484059 0.9484059 51847 16163956 0.0032076 49172 1127 2675 16110982
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9779192 0.9880506 0.9679934 0.9679934 42710 16163956 0.0026423 41343 500 1367 16120746
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9977810 0.9974144 0.9981478 0.9981478 141450 16163956 0.0087510 141188 366 262 16022140
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells NA 0.0000000 0.0000000 0.0000000 1255 16163956 0.0000776 0 1 1255 16162700
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9893337 0.9907874 0.9878842 0.9878842 1022797 16163956 0.0632764 1010405 9395 12392 15131764
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9841985 0.9794322 0.9890113 0.9890113 142328 16163956 0.0088053 140764 2956 1564 16018672
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9921359 0.9928552 0.9914176 0.9914176 1344605 16163956 0.0831854 1333065 9593 11540 14809758
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7781373 0.9678068 0.6506280 0.6506280 5175 16163956 0.0003202 3367 112 1808 16158669
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8950284 0.9129294 0.8778159 0.8778159 43991 16163956 0.0027215 38616 3683 5375 16116282
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9840357 0.9882689 0.9798385 0.9798385 461870 16163956 0.0285741 452558 5372 9312 15696714
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9718299 0.9515365 0.9930078 0.9930078 464947 16163956 0.0287644 461696 23515 3251 15675494
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9589529 0.9490073 0.9691092 0.9691092 95789 16163956 0.0059261 92830 4988 2959 16063179
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9767729 0.9921759 0.9618408 0.9618408 442855 16163956 0.0273977 425956 3359 16899 15717742
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8925829 0.9250460 0.8623211 0.8623211 28581 16163956 0.0017682 24646 1997 3935 16133378
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 0.9995861 0.9994564 0.9997158 0.9997158 9715414 16114380 0.6029034 9712653 5283 2761 6393683
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8796590 0.8126403 0.9587253 0.9587253 52090 16114380 0.0032325 49940 11514 2150 16050776
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9504549 0.9229987 0.9795947 0.9795947 49105 16114380 0.0030473 48103 4013 1002 16061262
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9881984 0.9811365 0.9953627 0.9953627 62967 16114380 0.0039075 62675 1205 292 16050208
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9130325 0.9783821 0.8558662 0.8558662 99255 16114380 0.0061594 84949 1877 14306 16013248
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7037300 0.7354380 0.6746431 0.6746431 7355 16114380 0.0004564 4962 1785 2393 16105240
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9234857 0.9447934 0.9031178 0.9031178 8660 16114380 0.0005374 7821 457 839 16105263
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9805760 0.9836160 0.9775547 0.9775547 49008 16114380 0.0030413 47908 798 1100 16064574
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8776597 0.9229816 0.8365804 0.8365804 23149 16114380 0.0014365 19366 1616 3783 16089615
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9925741 0.9912954 0.9938560 0.9938560 611657 16114380 0.0379572 607899 5338 3758 15497385
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9847551 0.9715219 0.9983537 0.9983537 1007120 16114380 0.0624982 1005462 29473 1658 15077787
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6422703 0.9397623 0.4878395 0.4878395 50080 16114380 0.0031078 24431 1566 25649 16062734
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9534451 0.9656977 0.9414996 0.9414996 92307 16114380 0.0057282 86907 3087 5400 16018986
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8973035 0.9949109 0.8171369 0.8171369 2871 16114380 0.0001782 2346 12 525 16111497
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9581608 0.9533486 0.9630219 0.9630219 51544 16114380 0.0031986 49638 2429 1906 16060407
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9814465 0.9911211 0.9719589 0.9719589 42723 16114380 0.0026512 41525 372 1198 16071285
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9962710 0.9993464 0.9932144 0.9932144 141624 16114380 0.0087887 140663 92 961 15972664
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0016026 0.2500000 0.0008039 0.0008039 1244 16114380 0.0000772 1 3 1243 16113133
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9858216 0.9914638 0.9802432 0.9802432 1024102 16114380 0.0635521 1003869 8643 20233 15081635
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9670855 0.9456818 0.9894804 0.9894804 142591 16114380 0.0088487 141091 8104 1500 15963685
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9911914 0.9878697 0.9945355 0.9945355 1339735 16114380 0.0831391 1332414 16361 7321 14758284
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8346429 0.7530668 0.9360396 0.9360396 5050 16114380 0.0003134 4727 1550 323 16107780
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9238965 0.9229579 0.9248369 0.9248369 43226 16114380 0.0026824 39977 3337 3249 16067817
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9791533 0.9707992 0.9876525 0.9876525 462035 16114380 0.0286722 456330 13726 5705 15638619
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9661232 0.9959009 0.9380745 0.9380745 464639 16114380 0.0288338 435866 1794 28773 15647947
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8871362 0.8866053 0.8876676 0.8876676 95983 16114380 0.0059564 85201 10897 10782 16007500
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9757344 0.9792299 0.9722638 0.9722638 440687 16114380 0.0273474 428464 9088 12223 15664605
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7577299 0.6171491 0.9812493 0.9812493 28159 16114380 0.0017474 27631 17141 528 16069080
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1 /Granulocytes /Granulocytes 0.9845501 0.9993503 0.9701819 0.9701819 10013960 16462252 0.6082983 9715363 6316 298597 6441976
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.5107764 0.6218116 0.4333876 0.4333876 51019 16462252 0.0030992 22111 13448 28908 16397785
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.7371009 0.6332994 0.8816002 0.8816002 50169 16462252 0.0030475 44229 25610 5940 16386473
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.7793264 0.6685691 0.9340669 0.9340669 65339 16462252 0.0039690 61031 30255 4308 16366658
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8313787 0.7558824 0.9236293 0.9236293 100274 16462252 0.0060911 92616 29911 7658 16332067
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.5389307 0.4086278 0.7912411 0.7912411 7147 16462252 0.0004341 5655 8184 1492 16446921
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8009873 0.6788038 0.9768116 0.9768116 8970 16462252 0.0005449 8762 4146 208 16449136
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.6478767 0.8041527 0.5424575 0.5424575 49049 16462252 0.0029795 26607 6480 22442 16406723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7146636 0.6149978 0.8528805 0.8528805 24232 16462252 0.0014720 20667 12938 3565 16425082
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9512300 0.9325802 0.9706410 0.9706410 632822 16462252 0.0384408 614243 44406 18579 15785024
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9217899 0.9118747 0.9319230 0.9319230 998648 16462252 0.0606629 930663 89941 67985 15373663
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5383065 0.4363223 0.7025078 0.7025078 45618 16462252 0.0027711 32047 41401 13571 16375233
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7450482 0.6296387 0.9122610 0.9122610 93516 16462252 0.0056806 85311 50181 8205 16318555
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2963 16462252 0.0001800 0 0 2963 16459289
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.7689784 0.6618145 0.9175525 0.9175525 52870 16462252 0.0032116 48511 24789 4359 16384593
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8660191 0.7708344 0.9880229 0.9880229 44084 16462252 0.0026779 43556 12949 528 16405219
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9090768 0.8340703 0.9989068 0.9989068 146355 16462252 0.0088903 146195 29084 160 16286813
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0254540 0.0153237 0.0751055 0.0751055 1185 16462252 0.0000720 89 5719 1096 16455348
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9557057 0.9505923 0.9608743 0.9608743 1033056 16462252 0.0627530 992637 51593 40419 15377603
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9064993 0.8397440 0.9847845 0.9847845 146561 16462252 0.0089029 144331 27544 2230 16288147
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9633446 0.9836788 0.9438341 0.9438341 1346351 16462252 0.0817841 1270732 21084 75619 15094817
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.2956218 0.4022403 0.2336817 0.2336817 5071 16462252 0.0003080 1185 1761 3886 16455420
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8295659 0.8431857 0.8163791 0.8163791 43470 16462252 0.0026406 35488 6600 7982 16412182
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9490960 0.9303120 0.9686542 0.9686542 474131 16462252 0.0288011 459269 34403 14862 15953718
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.8866375 0.9206094 0.8550835 0.8550835 460348 16462252 0.0279639 393636 33946 66712 15967958
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.7900684 0.7557208 0.8276869 0.8276869 88020 16462252 0.0053468 72853 23549 15167 16350683
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.8939422 0.8464839 0.9470382 0.9470382 448512 16462252 0.0272449 424758 77033 23754 15936707
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.6859533 0.5371267 0.9488636 0.9488636 28512 16462252 0.0017320 27054 23314 1458 16410426
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1 /Granulocytes /Granulocytes 0.9955798 0.9992932 0.9918939 0.9918939 10038523 16524341 0.6074991 9957150 7043 81373 6478775
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6883074 0.7917385 0.6087779 0.6087779 51288 16524341 0.0031038 31223 8213 20065 16464840
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8224374 0.7605381 0.8953054 0.8953054 50079 16524341 0.0030306 44836 14117 5243 16460145
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9051750 0.8519774 0.9654584 0.9654584 65602 16524341 0.0039700 63336 11004 2266 16447735
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8588433 0.8432547 0.8750190 0.8750190 98623 16524341 0.0059683 86297 16041 12326 16409677
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6209228 0.5180972 0.7746697 0.7746697 7114 16524341 0.0004305 5511 5126 1603 16512101
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8270372 0.7156016 0.9795805 0.9795805 8962 16524341 0.0005424 8779 3489 183 16511890
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7645663 0.9247808 0.6516676 0.6516676 49203 16524341 0.0029776 32064 2608 17139 16472530
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.6954570 0.5982769 0.8303303 0.8303303 24253 16524341 0.0014677 20138 13522 4115 16486566
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9697640 0.9727165 0.9668293 0.9668293 632155 16524341 0.0382560 611186 17143 20969 15875043
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9319520 0.9212392 0.9429169 0.9429169 1025961 16524341 0.0620879 967396 82707 58565 15415673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.2128435 0.1866154 0.2476496 0.2476496 48609 16524341 0.0029417 12038 52469 36571 16423263
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8275451 0.8217229 0.8334505 0.8334505 92489 16524341 0.0055971 77085 16724 15404 16415128
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8213982 0.7079776 0.9780923 0.9780923 2967 16524341 0.0001796 2902 1197 65 16520177
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8230118 0.7436399 0.9213517 0.9213517 52792 16524341 0.0031948 48640 16768 4152 16454781
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8749824 0.7875016 0.9843279 0.9843279 44091 16524341 0.0026682 43400 11711 691 16468539
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9240442 0.8597110 0.9987843 0.9987843 146420 16524341 0.0088609 146242 23864 178 16354057
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0546201 0.0360727 0.1124260 0.1124260 1183 16524341 0.0000716 133 3554 1050 16519604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9577622 0.9492055 0.9664746 0.9664746 1038079 16524341 0.0628212 1003277 53688 34802 15432574
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9274524 0.8782136 0.9825405 0.9825405 146682 16524341 0.0088767 144121 19986 2561 16357673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9644672 0.9869804 0.9429581 0.9429581 1347308 16524341 0.0815347 1270455 16759 76853 15160274
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3990007 0.5071061 0.3288880 0.3288880 5099 16524341 0.0003086 1677 1630 3422 16517612
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8704170 0.9418777 0.8090351 0.8090351 43165 16524341 0.0026122 34922 2155 8243 16479021
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9506985 0.9352182 0.9667000 0.9667000 474564 16524341 0.0287191 458761 31778 15803 16017999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9334876 0.9679606 0.9013856 0.9013856 464476 16524341 0.0281086 418672 13858 45804 16046007
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8993520 0.8773179 0.9225213 0.9225213 91238 16524341 0.0055214 84169 11770 7069 16421333
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9509581 0.9554308 0.9465271 0.9465271 447685 16524341 0.0270925 423746 19767 23939 16056889
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7492042 0.6435367 0.8963896 0.8963896 25731 16524341 0.0015572 23065 12776 2666 16485834
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1 /Granulocytes /Granulocytes 0.9941722 0.9993092 0.9890878 0.9890878 9653799 15872550 0.6082072 9548455 6601 105344 6212150
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6351455 0.8066755 0.5237717 0.5237717 49050 15872550 0.0030902 25691 6157 23359 15817343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8143369 0.7317961 0.9178649 0.9178649 48615 15872550 0.0030628 44622 16354 3993 15807581
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8604198 0.7794800 0.9601166 0.9601166 63485 15872550 0.0039997 60953 17244 2532 15791821
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594069 0.8234295 0.8986717 0.8986717 95462 15872550 0.0060143 85789 18396 9673 15758692
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6389649 0.4995331 0.8863730 0.8863730 7243 15872550 0.0004563 6420 6432 823 15858875
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8278526 0.7213879 0.9711829 0.9711829 8606 15872550 0.0005422 8358 3228 248 15860716
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7440970 0.9011770 0.6336487 0.6336487 47247 15872550 0.0029766 29938 3283 17309 15822020
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7092078 0.6196035 0.8291099 0.8291099 23559 15872550 0.0014843 19533 11992 4026 15836999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9699964 0.9697496 0.9702432 0.9702432 607155 15872550 0.0382519 589088 18376 18067 15247019
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9543381 0.9432189 0.9657226 0.9657226 978984 15872550 0.0616778 945427 56914 33557 14836652
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4568719 0.4606700 0.4531360 0.4531360 41151 15872550 0.0025926 18647 21831 22504 15809568
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8150012 0.7720978 0.8629531 0.8629531 89349 15872550 0.0056292 77104 22759 12245 15760442
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8422237 0.7695244 0.9300923 0.9300923 2818 15872550 0.0001775 2621 785 197 15868947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8216278 0.7413420 0.9214153 0.9214153 50506 15872550 0.0031820 46537 16237 3969 15805807
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8728482 0.7825891 0.9866414 0.9866414 42295 15872550 0.0026647 41730 11593 565 15818662
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9166037 0.8469229 0.9987784 0.9987784 140801 15872550 0.0088707 140629 25418 172 15706331
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0617483 0.0360556 0.2148404 0.2148404 1159 15872550 0.0000730 249 6657 910 15864734
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9532944 0.9452856 0.9614399 0.9614399 994656 15872550 0.0626652 956302 55352 38354 14822542
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9154285 0.8559976 0.9837275 0.9837275 140667 15872550 0.0088623 138378 23279 2289 15708604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9629425 0.9863359 0.9406330 0.9406330 1294306 15872550 0.0815437 1217467 16866 76839 14561378
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.4109158 0.5653430 0.3227535 0.3227535 4852 15872550 0.0003057 1566 1204 3286 15866494
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8630572 0.9425863 0.7959041 0.7959041 41358 15872550 0.0026056 32917 2005 8441 15829187
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9459946 0.9231335 0.9700167 0.9700167 456888 15872550 0.0287848 443189 36903 13699 15378759
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9173651 0.9551278 0.8824749 0.8824749 445573 15872550 0.0280719 393207 18473 52366 15408504
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8961737 0.8412484 0.9587722 0.9587722 87150 15872550 0.0054906 83557 15768 3593 15769632
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9327076 0.9305049 0.9349208 0.9349208 430491 15872550 0.0271217 402475 30059 28016 15412000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7977428 0.6925515 0.9406120 0.9406120 25325 15872550 0.0015955 23821 10575 1504 15836650
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1 /Granulocytes /Granulocytes 0.9911525 0.9993069 0.9831302 0.9831302 9728281 15982233 0.6086935 9564167 6634 164114 6247318
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6365318 0.7201360 0.5703205 0.5703205 49765 15982233 0.0031138 28382 11030 21383 15921438
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8211717 0.7539711 0.9015236 0.9015236 48702 15982233 0.0030473 43906 14327 4796 15919204
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8073251 0.6933327 0.9661764 0.9661764 64245 15982233 0.0040198 62072 27455 2173 15890533
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8679565 0.8263637 0.9139581 0.9139581 96453 15982233 0.0060350 88154 18523 8299 15867257
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6607377 0.5320738 0.8714738 0.8714738 6948 15982233 0.0004347 6055 5325 893 15969960
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8163870 0.7014705 0.9763320 0.9763320 8746 15982233 0.0005472 8539 3634 207 15969853
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7366705 0.8691999 0.6392085 0.6392085 48061 15982233 0.0030072 30721 4623 17340 15929549
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7138809 0.6222705 0.8371217 0.8371217 23625 15982233 0.0014782 19777 12005 3848 15946603
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9674370 0.9651810 0.9697036 0.9697036 613341 15982233 0.0383764 594759 21456 18582 15347436
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9452505 0.9410314 0.9495075 0.9495075 971551 15982233 0.0607894 922495 57807 49056 14952875
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.5834567 0.5039490 0.6927518 0.6927518 42093 15982233 0.0026337 29160 28703 12933 15911437
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7816777 0.6949174 0.8931926 0.8931926 90284 15982233 0.0056490 80641 35403 9643 15856546
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8283628 0.7340885 0.9504190 0.9504190 2864 15982233 0.0001792 2722 986 142 15978383
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.7976989 0.7146450 0.9025959 0.9025959 51312 15982233 0.0032106 46314 18493 4998 15912428
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8688901 0.7758691 0.9872549 0.9872549 42683 15982233 0.0026707 42139 12173 544 15927377
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9119781 0.8389897 0.9988758 0.9988758 141439 15982233 0.0088498 141280 27113 159 15813681
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0509934 0.0315444 0.1329879 0.1329879 1158 15982233 0.0000725 154 4728 1004 15976347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9559097 0.9458361 0.9662001 0.9662001 1003288 15982233 0.0627752 969377 55512 33911 14923433
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9224168 0.8681852 0.9838751 0.9838751 141706 15982233 0.0088665 139421 21168 2285 15819359
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9640053 0.9871058 0.9419613 0.9419613 1303991 15982233 0.0815900 1228309 16045 75682 14662197
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3944371 0.5644428 0.3031352 0.3031352 4912 15982233 0.0003073 1489 1149 3423 15976172
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8586628 0.8935553 0.8263930 0.8263930 42481 15982233 0.0026580 35106 4182 7375 15935570
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9534592 0.9369418 0.9705693 0.9705693 459283 15982233 0.0287371 445766 30001 13517 15492949
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9184407 0.9486333 0.8901108 0.8901108 448215 15982233 0.0280446 398961 21603 49254 15512415
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8858191 0.8266807 0.9540706 0.9540706 87308 15982233 0.0054628 83298 17464 4010 15877461
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9241524 0.9085653 0.9402838 0.9402838 433651 15982233 0.0271333 407755 41035 25896 15507547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8075503 0.7058585 0.9434751 0.9434751 25847 15982233 0.0016172 24386 10162 1461 15946224
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1 /Granulocytes /Granulocytes 0.9948037 0.9993177 0.9903303 0.9903303 9702044 15956885 0.6080162 9608228 6560 93816 6248281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6954498 0.8046244 0.6123621 0.6123621 49781 15956885 0.0031197 30484 7402 19297 15899702
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8472571 0.7993937 0.9012171 0.9012171 47984 15956885 0.0030071 43244 10852 4740 15898049
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8598470 0.7718165 0.9705436 0.9705436 62669 15956885 0.0039274 60823 17982 1846 15876234
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8794638 0.8497289 0.9113552 0.9113552 95595 15956885 0.0059908 87121 15407 8474 15845883
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.7162283 0.6133428 0.8605879 0.8605879 7008 15956885 0.0004392 6031 3802 977 15946075
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8372486 0.7332116 0.9756916 0.9756916 8639 15956885 0.0005414 8429 3067 210 15945179
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7733392 0.9213496 0.6663011 0.6663011 47417 15956885 0.0029716 31594 2697 15823 15906771
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7034139 0.5970263 0.8559385 0.8559385 22893 15956885 0.0014347 19595 13226 3298 15920766
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9705012 0.9735953 0.9674267 0.9674267 609549 15956885 0.0381997 589694 15993 19855 15331343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9451932 0.9333990 0.9572893 0.9572893 986287 15956885 0.0618095 944162 67369 42125 14903229
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.3383468 0.3220395 0.3563938 0.3563938 44058 15956885 0.0027611 15702 33056 28356 15879771
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8244816 0.8145875 0.8346190 0.8346190 89708 15956885 0.0056219 74872 17042 14836 15850135
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8608130 0.8004233 0.9310587 0.9310587 2843 15956885 0.0001782 2647 660 196 15953382
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8177864 0.7202498 0.9458777 0.9458777 51088 15956885 0.0032016 48323 18769 2765 15887028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8752605 0.7881335 0.9840452 0.9840452 42683 15956885 0.0026749 42002 11291 681 15902911
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9236411 0.8590753 0.9987007 0.9987007 141617 15956885 0.0088750 141433 23201 184 15792067
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0477500 0.0272408 0.1932324 0.1932324 1123 15956885 0.0000704 217 7749 906 15948013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9594285 0.9524745 0.9664848 0.9664848 1003036 15956885 0.0628591 969419 48371 33617 14905478
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9310205 0.8848616 0.9822603 0.9822603 141716 15956885 0.0088812 139202 18113 2514 15797056
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9664499 0.9858838 0.9477674 0.9477674 1302615 15956885 0.0816334 1234576 17677 68039 14636593
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.4494667 0.5468026 0.3815477 0.3815477 4639 15956885 0.0002907 1770 1467 2869 15950779
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8801485 0.9376841 0.8292654 0.8292654 41462 15956885 0.0025984 34383 2285 7079 15913138
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497408 0.9346820 0.9652928 0.9652928 458839 15956885 0.0287549 442914 30952 15925 15467094
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9308369 0.9628158 0.9009141 0.9009141 447985 15956885 0.0280747 403596 15587 44389 15493313
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9080977 0.8874164 0.9297658 0.9297658 86354 15956885 0.0054117 80289 10186 6065 15860345
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9467986 0.9528152 0.9408574 0.9408574 431635 15956885 0.0270501 406107 20111 25528 15505139
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7764254 0.6576801 0.9474979 0.9474979 25618 15956885 0.0016055 24273 12634 1345 15918633
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1 /Granulocytes /Granulocytes 0.0673657 0.6030193 0.0356756 0.0356756 10045380 16665728 0.6027567 358375 235926 9687005 6384422
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059922 0.0032660 0.0362573 0.0362573 53534 16665728 0.0032122 1941 592363 51593 16019831
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057002 0.0030977 0.0356487 0.0356487 51222 16665728 0.0030735 1826 587636 49396 16026870
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0071117 0.0039506 0.0355883 0.0355883 66033 16665728 0.0039622 2350 592502 63683 16007193
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0103457 0.0060619 0.0352700 0.0352700 102807 16665728 0.0061688 3626 594534 99181 15968387
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0008342 0.0004224 0.0334700 0.0334700 7559 16665728 0.0004536 253 598722 7306 16059447
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010088 0.0005120 0.0337815 0.0337815 8999 16665728 0.0005400 304 593393 8695 16063336
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056542 0.0030711 0.0355859 0.0355859 50919 16665728 0.0030553 1812 588213 49107 16026596
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027191 0.0014150 0.0347015 0.0347015 24437 16665728 0.0014663 848 598444 23589 16042847
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0369043 0.0381738 0.0357166 0.0357166 634103 16665728 0.0380483 22648 570639 611455 15460986
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0452831 0.0620047 0.0356649 0.0356649 1043491 16665728 0.0626130 37216 562997 1006275 15059240
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056401 0.0030590 0.0360989 0.0360989 50417 16665728 0.0030252 1820 593141 48597 16022170
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096833 0.0056086 0.0354066 0.0354066 94841 16665728 0.0056908 3358 595366 91483 15975521
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 NA NA 0.0000000 0.0000000 2978 16665728 0.0001787 0 0 2978 16662750
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058748 0.0032010 0.0356648 0.0356648 53414 16665728 0.0032050 1905 593214 51509 16019100
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0048688 0.0026159 0.0350794 0.0350794 44100 16665728 0.0026461 1547 589831 42553 16031797
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140854 0.0087736 0.0356989 0.0356989 146363 16665728 0.0087823 5225 590313 141138 15929052
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001414 0.0000709 0.0326340 0.0326340 1287 16665728 0.0000772 42 592661 1245 16071780
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0460771 0.0636569 0.0361060 0.0361060 1057277 16665728 0.0634402 38174 561510 1019103 15046941
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0142522 0.0088955 0.0358249 0.0358249 146965 16665728 0.0088184 5265 586604 141700 15932159
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0498750 0.0827846 0.0356879 0.0356879 1386827 16665728 0.0832143 49493 548360 1337334 14730541
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0005665 0.0002858 0.0320501 0.0320501 5273 16665728 0.0003164 169 591189 5104 16069266
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0052190 0.0028067 0.0371357 0.0371357 45051 16665728 0.0027032 1673 594397 43378 16026280
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0318906 0.0286492 0.0359592 0.0359592 477069 16665728 0.0286258 17155 581640 459914 15607019
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0319021 0.0287873 0.0357727 0.0357727 480394 16665728 0.0288253 17185 579779 463209 15605555
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0104541 0.0060929 0.0367820 0.0367820 98880 16665728 0.0059331 3637 593285 95243 15973563
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0308221 0.0272762 0.0354276 0.0354276 456650 16665728 0.0274005 16178 576939 440472 15632139
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033950 0.0017816 0.0359834 0.0359834 29458 16665728 0.0017676 1060 593922 28398 16042348
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1 /Granulocytes /Granulocytes 0.0652346 0.6034041 0.0344812 0.0344812 10049130 16671781 0.6027628 346506 227746 9702624 6394905
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0060534 0.0033068 0.0357336 0.0357336 53647 16671781 0.0032178 1917 577796 51730 16040338
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057904 0.0031529 0.0354169 0.0354169 51162 16671781 0.0030688 1812 572891 49350 16047728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070912 0.0039561 0.0341691 0.0341691 65966 16671781 0.0039567 2254 567496 63712 16038319
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106488 0.0062700 0.0353037 0.0353037 102822 16671781 0.0061674 3630 575314 99192 15993645
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009566 0.0004846 0.0368074 0.0368074 7580 16671781 0.0004547 279 575473 7301 16088728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010388 0.0005275 0.0336228 0.0336228 8982 16671781 0.0005388 302 572172 8680 16090627
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056309 0.0030670 0.0343249 0.0343249 50896 16671781 0.0030528 1747 567862 49149 16053023
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0028176 0.0014687 0.0345308 0.0345308 24413 16671781 0.0014643 843 573122 23570 16074246
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0361356 0.0378773 0.0345470 0.0345470 633948 16671781 0.0380252 21901 556308 612047 15481525
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444145 0.0621573 0.0345517 0.0345517 1043190 16671781 0.0625722 36044 543840 1007146 15084751
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0055335 0.0030102 0.0342094 0.0342094 50834 16671781 0.0030491 1739 575966 49095 16044981
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0099669 0.0058038 0.0352552 0.0352552 94993 16671781 0.0056978 3349 573683 91644 16003105
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003631 0.0001825 0.0349815 0.0349815 2973 16671781 0.0001783 104 569802 2869 16099006
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0060029 0.0032815 0.0351636 0.0351636 53379 16671781 0.0032018 1877 570109 51502 16048293
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0046085 0.0024813 0.0322939 0.0322939 44126 16671781 0.0026467 1425 572866 42701 16054789
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0141488 0.0088815 0.0347684 0.0347684 146426 16671781 0.0087829 5091 568120 141335 15957235
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001782 0.0000893 0.0395043 0.0395043 1291 16671781 0.0000774 51 570962 1240 16099528
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0441717 0.0629126 0.0340335 0.0340335 1058076 16671781 0.0634651 36010 536371 1022066 15077334
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0139725 0.0087732 0.0343005 0.0343005 147170 16671781 0.0088275 5048 570342 142122 15954269
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0485397 0.0828034 0.0343329 0.0343329 1387270 16671781 0.0832107 47629 527577 1339641 14756934
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006024 0.0003039 0.0334093 0.0334093 5268 16671781 0.0003160 176 578879 5092 16087634
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0050243 0.0027102 0.0343893 0.0343893 45014 16671781 0.0027000 1548 569638 43466 16057129
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0312615 0.0285911 0.0344821 0.0344821 477552 16671781 0.0286443 16467 559482 461085 15634747
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0315600 0.0290065 0.0346064 0.0346064 480489 16671781 0.0288205 16628 556623 463861 15634669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101135 0.0059227 0.0345862 0.0345862 99028 16671781 0.0059399 3425 574861 95603 15997892
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0303412 0.0272267 0.0342601 0.0342601 456741 16671781 0.0273961 15648 559081 441093 15655959
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0032415 0.0017036 0.0333163 0.0333163 29415 16671781 0.0017644 980 574269 28435 16068097
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1 /Granulocytes /Granulocytes 0.0652283 0.6037370 0.0344766 0.0344766 9667226 16028386 0.6031316 333293 218757 9333933 6142403
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059718 0.0032633 0.0351324 0.0351324 51434 16028386 0.0032089 1807 551932 49627 15425020
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0058414 0.0031815 0.0356296 0.0356296 49341 16028386 0.0030784 1758 550810 47583 15428235
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0073677 0.0041102 0.0355175 0.0355175 63884 16028386 0.0039857 2269 549775 61615 15414727
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106632 0.0062820 0.0352405 0.0352405 98608 16028386 0.0061521 3475 549690 95133 15380088
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009715 0.0004923 0.0363514 0.0363514 7455 16028386 0.0004651 271 550195 7184 15470736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010650 0.0005408 0.0348703 0.0348703 8632 16028386 0.0005385 301 556328 8331 15463426
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056094 0.0030555 0.0341742 0.0341742 48955 16028386 0.0030543 1673 545867 47282 15433564
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027711 0.0014445 0.0339326 0.0339326 23694 16028386 0.0014783 804 555786 22890 15448906
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0363043 0.0380066 0.0347479 0.0347479 608440 16028386 0.0379602 21142 535130 587298 14884816
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0442721 0.0621690 0.0343760 0.0343760 999417 16028386 0.0623529 34356 518267 965061 14510702
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0059090 0.0032196 0.0358804 0.0358804 49665 16028386 0.0030986 1782 551701 47883 15427020
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0097675 0.0056866 0.0345923 0.0345923 91321 16028386 0.0056975 3159 552359 88162 15384706
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0004003 0.0002012 0.0390707 0.0390707 2841 16028386 0.0001772 111 551696 2730 15473849
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0055559 0.0030331 0.0330310 0.0330310 51043 16028386 0.0031845 1686 554189 49357 15423154
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0050222 0.0027043 0.0351557 0.0351557 42326 16028386 0.0026407 1488 548750 40838 15437310
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0142366 0.0089408 0.0349201 0.0349201 140807 16028386 0.0087849 4917 545033 135890 15342546
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001493 0.0000748 0.0327215 0.0327215 1253 16028386 0.0000782 41 547892 1212 15479241
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0449597 0.0638993 0.0346805 0.0346805 1015787 16028386 0.0633743 35228 516077 980559 14496522
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140868 0.0088417 0.0346293 0.0346293 141210 16028386 0.0088100 4890 548169 136320 15339007
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491428 0.0833422 0.0348445 0.0348445 1333382 16028386 0.0831888 46461 511012 1286921 14183992
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006930 0.0003497 0.0376840 0.0376840 5095 16028386 0.0003179 192 548793 4903 15474498
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051093 0.0027543 0.0352394 0.0352394 43247 16028386 0.0026982 1524 551785 41723 15433354
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0309657 0.0282761 0.0342208 0.0342208 459282 16028386 0.0286543 15717 540123 443565 15028981
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0311573 0.0285336 0.0343123 0.0343123 461350 16028386 0.0287833 15830 538955 445520 15028081
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0100706 0.0059081 0.0340843 0.0340843 94941 16028386 0.0059233 3236 544483 91705 15388962
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0307515 0.0274952 0.0348826 0.0348826 439245 16028386 0.0274042 15322 541938 423923 15047203
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0034658 0.0018229 0.0351166 0.0351166 28505 16028386 0.0017784 1001 548137 27504 15451744
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1 /Granulocytes /Granulocytes 0.0652474 0.6038261 0.0344870 0.0344870 9748168 16163956 0.6030806 336185 220573 9411983 6195215
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0056286 0.0030766 0.0330094 0.0330094 51864 16163956 0.0032086 1712 554745 50152 15557347
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0056643 0.0030870 0.0343065 0.0343065 49699 16163956 0.0030747 1705 550613 47994 15563644
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070745 0.0039470 0.0340754 0.0340754 64592 16163956 0.0039961 2201 555444 62391 15543920
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106715 0.0062840 0.0353609 0.0353609 99743 16163956 0.0061707 3527 557740 96216 15506473
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009079 0.0004599 0.0351508 0.0351508 7226 16163956 0.0004470 254 552039 6972 15604691
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010715 0.0005442 0.0345851 0.0345851 8761 16163956 0.0005420 303 556473 8458 15598722
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056989 0.0031034 0.0348189 0.0348189 49542 16163956 0.0030650 1725 554112 47817 15560302
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027596 0.0014391 0.0335156 0.0335156 23780 16163956 0.0014712 797 553034 22983 15587142
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0358310 0.0375180 0.0342892 0.0342892 614859 16163956 0.0380389 21083 540861 593776 15008236
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0445627 0.0625425 0.0346123 0.0346123 1012907 16163956 0.0626645 35059 525504 977848 14625545
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0055785 0.0030279 0.0353968 0.0353968 48027 16163956 0.0029712 1700 559754 46327 15556175
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096150 0.0056025 0.0338774 0.0338774 91713 16163956 0.0056739 3107 551465 88606 15520778
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003656 0.0001838 0.0354783 0.0354783 2875 16163956 0.0001779 102 555000 2773 15606081
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0061519 0.0033615 0.0362027 0.0362027 51847 16163956 0.0032076 1877 556498 49970 15555611
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049464 0.0026627 0.0347460 0.0347460 42710 16163956 0.0026423 1484 555840 41226 15565406
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140519 0.0087985 0.0348745 0.0348745 141450 16163956 0.0087510 4933 555730 136517 15466776
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001481 0.0000742 0.0326693 0.0326693 1255 16163956 0.0000776 41 552532 1214 15610169
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0451998 0.0637177 0.0350216 0.0350216 1022797 16163956 0.0632764 35820 526347 986977 14614812
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140206 0.0087995 0.0344767 0.0344767 142328 16163956 0.0088053 4907 552737 137421 15468891
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491349 0.0834499 0.0348177 0.0348177 1344605 16163956 0.0831854 46816 514191 1297789 14305160
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006908 0.0003486 0.0372947 0.0372947 5175 16163956 0.0003202 193 553407 4982 15605374
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051447 0.0027752 0.0351890 0.0351890 43991 16163956 0.0027215 1548 556240 42443 15563725
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0311301 0.0283974 0.0344448 0.0344448 461870 16163956 0.0285741 15909 544318 445961 15157768
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313362 0.0287408 0.0344469 0.0344469 464947 16163956 0.0287644 16016 541241 448931 15157768
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101236 0.0059355 0.0343881 0.0343881 95789 16163956 0.0059261 3294 551672 92495 15516495
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0304006 0.0272317 0.0344040 0.0344040 442855 16163956 0.0273977 15236 544258 427619 15176843
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0032039 0.0016840 0.0328890 0.0328890 28581 16163956 0.0017682 940 557255 27641 15578120
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1 /Granulocytes /Granulocytes 0.0657069 0.6039751 0.0347433 0.0347433 9715414 16114380 0.6029034 337546 221328 9377868 6177638
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059461 0.0032521 0.0346516 0.0346516 52090 16114380 0.0032325 1805 553229 50285 15509061
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0055964 0.0030478 0.0341717 0.0341717 49105 16114380 0.0030473 1678 548884 47427 15516391
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070175 0.0039100 0.0341925 0.0341925 62967 16114380 0.0039075 2153 548489 60814 15502924
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0104629 0.0061580 0.0347690 0.0347690 99255 16114380 0.0061594 3451 556958 95804 15458167
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009121 0.0004621 0.0346703 0.0346703 7355 16114380 0.0004564 255 551557 7100 15555468
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010391 0.0005277 0.0337182 0.0337182 8660 16114380 0.0005374 292 553097 8368 15552623
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0054039 0.0029401 0.0333619 0.0333619 49008 16114380 0.0030413 1635 554475 47373 15510897
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027931 0.0014543 0.0351635 0.0351635 23149 16114380 0.0014365 814 558910 22335 15532321
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362850 0.0379797 0.0347352 0.0347352 611657 16114380 0.0379572 21246 538158 590411 14964565
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444866 0.0627336 0.0344626 0.0344626 1007120 16114380 0.0624982 34708 518552 972412 14588708
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056278 0.0030673 0.0340655 0.0340655 50080 16114380 0.0031078 1706 554490 48374 15509810
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0094697 0.0055217 0.0332261 0.0332261 92307 16114380 0.0057282 3067 552379 89240 15469694
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003540 0.0001779 0.0341344 0.0341344 2871 16114380 0.0001782 98 550778 2773 15560731
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0057211 0.0031276 0.0335054 0.0335054 51544 16114380 0.0031986 1727 550458 49817 15512378
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049236 0.0026513 0.0344311 0.0344311 42723 16114380 0.0026512 1471 553342 41252 15518315
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140583 0.0088117 0.0347469 0.0347469 141624 16114380 0.0087887 4921 553539 136703 15419217
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001721 0.0000862 0.0385852 0.0385852 1244 16114380 0.0000772 48 556505 1196 15556631
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0448506 0.0634062 0.0346967 0.0346967 1024102 16114380 0.0635521 35533 524870 988569 14565408
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0141474 0.0088790 0.0347918 0.0347918 142591 16114380 0.0088487 4961 553776 137630 15418013
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0487138 0.0831439 0.0344486 0.0344486 1339735 16114380 0.0831391 46152 508934 1293583 14265711
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0005915 0.0002984 0.0326733 0.0326733 5050 16114380 0.0003134 165 552733 4885 15556597
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0050451 0.0027181 0.0350715 0.0350715 43226 16114380 0.0026824 1516 556233 41710 15514921
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0314360 0.0287803 0.0346316 0.0346316 462035 16114380 0.0286722 16001 539969 446034 15112376
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313360 0.0287726 0.0344009 0.0344009 464639 16114380 0.0288338 15984 539545 448655 15110196
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101028 0.0059223 0.0343498 0.0343498 95983 16114380 0.0059564 3297 553409 92686 15464988
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0306790 0.0275416 0.0346232 0.0346232 440687 16114380 0.0273474 15258 538741 425429 15134952
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0035700 0.0018749 0.0372527 0.0372527 28159 16114380 0.0017474 1049 558460 27110 15527761
dataset_name-Levine_seed-42 cyanno num-1 run0 1 Basophils Basophils 0.0021075 0.3333333 0.0010571 0.0010571 946 191351 0.0049438 1 2 945 190403
dataset_name-Levine_seed-42 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0176796 0.5000000 0.0089989 0.0089989 1778 191351 0.0092918 16 16 1762 189557
dataset_name-Levine_seed-42 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0746004 0.4929577 0.0403536 0.0403536 2602 191351 0.0135980 105 108 2497 188641
dataset_name-Levine_seed-42 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA NA 0.0000000 0.0000000 182 191351 0.0009511 0 0 182 191169
dataset_name-Levine_seed-42 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0372787 0.5000000 0.0193611 0.0193611 2066 191351 0.0107969 40 40 2026 189245
dataset_name-Levine_seed-42 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0059613 0.4000000 0.0030030 0.0030030 666 191351 0.0034805 2 3 664 190682
dataset_name-Levine_seed-42 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 0.2974850 0.4948030 0.2126744 0.2126744 18131 191351 0.0947526 3856 3937 14275 169283
dataset_name-Levine_seed-42 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 0.3429422 0.4972662 0.2617190 0.2617190 13205 191351 0.0690093 3456 3494 9749 174652
dataset_name-Levine_seed-42 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 0.3728967 0.4915007 0.3004058 0.3004058 12320 191351 0.0643843 3701 3829 8619 175202
dataset_name-Levine_seed-42 cyanno num-1 run0 10 Monocytes Monocytes 0.1289103 0.4974979 0.0740488 0.0740488 16111 191351 0.0841961 1193 1205 14918 174035
dataset_name-Levine_seed-42 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0081633 0.5000000 0.0041152 0.0041152 243 191351 0.0012699 1 1 242 191107
dataset_name-Levine_seed-42 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 0.1077781 0.4891566 0.0605609 0.0605609 3352 191351 0.0175175 203 212 3149 187787
dataset_name-Levine_seed-42 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 0.0287081 0.5000000 0.0147783 0.0147783 203 191351 0.0010609 3 3 200 191145
dataset_name-Levine_seed-42 cyanno num-1 run0 14 pDCs pDCs 0.0030257 0.3333333 0.0015198 0.0015198 658 191351 0.0034387 1 2 657 190691
dataset_name-Levine_seed-42 cyanno num-1 run0 15 ungated ungated 0.7446113 0.6390752 0.8918983 0.8918983 118888 191351 0.6213085 106036 59885 12852 12578
dataset_name-Levine_seed-42 cyanno num-2 run0 1 Basophils Basophils 0.2514286 0.4943820 0.1685824 0.1685824 261 74276 0.0035139 44 45 217 73970
dataset_name-Levine_seed-42 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.3144105 0.4976959 0.2297872 0.2297872 470 74276 0.0063278 108 109 362 73697
dataset_name-Levine_seed-42 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3100529 0.4991482 0.2248657 0.2248657 1303 74276 0.0175427 293 294 1010 72679
dataset_name-Levine_seed-42 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.5000000 0.0081967 0.0081967 122 74276 0.0016425 1 1 121 74153
dataset_name-Levine_seed-42 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3031674 0.4972171 0.2180635 0.2180635 1229 74276 0.0165464 268 271 961 72776
dataset_name-Levine_seed-42 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1491525 0.4888889 0.0880000 0.0880000 250 74276 0.0033658 22 23 228 74003
dataset_name-Levine_seed-42 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 0.4785167 0.4996036 0.4591378 0.4591378 8235 74276 0.1108703 3781 3787 4454 62254
dataset_name-Levine_seed-42 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 0.3640214 0.4993685 0.2863972 0.2863972 6903 74276 0.0929372 1977 1982 4926 65391
dataset_name-Levine_seed-42 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 0.4844325 0.4992420 0.4704762 0.4704762 4200 74276 0.0565459 1976 1982 2224 68094
dataset_name-Levine_seed-42 cyanno num-2 run0 10 Monocytes Monocytes 0.4256151 0.4989218 0.3710906 0.3710906 4988 74276 0.0671549 1851 1859 3137 67429
dataset_name-Levine_seed-42 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.1212121 0.5000000 0.0689655 0.0689655 87 74276 0.0011713 6 6 81 74183
dataset_name-Levine_seed-42 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 0.3860035 0.4980125 0.3151276 0.3151276 2783 74276 0.0374684 877 884 1906 70609
dataset_name-Levine_seed-42 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 0.0882353 0.5000000 0.0483871 0.0483871 310 74276 0.0041736 15 15 295 73951
dataset_name-Levine_seed-42 cyanno num-2 run0 14 pDCs pDCs 0.0365449 0.5000000 0.0189655 0.0189655 580 74276 0.0078087 11 11 569 73685
dataset_name-Levine_seed-42 cyanno num-2 run0 15 ungated ungated 0.6633168 0.6042451 0.7351898 0.7351898 42555 74276 0.5729307 31286 20491 11269 11230
dataset_name-Levine_seed-42 cygate num-1 run0 1 Basophils Basophils 0.4718820 0.3089005 0.9989418 0.9989418 945 182013 0.0051919 944 2112 1 178956
dataset_name-Levine_seed-42 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5404509 0.3831688 0.9167604 0.9167604 1778 182013 0.0097685 1630 2624 148 177611
dataset_name-Levine_seed-42 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5045586 0.3428612 0.9549020 0.9549020 2550 182013 0.0140100 2435 4667 115 174796
dataset_name-Levine_seed-42 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0035907 0.0026667 0.0054945 0.0054945 182 182013 0.0009999 1 374 181 181457
dataset_name-Levine_seed-42 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5456982 0.3773165 0.9854792 0.9854792 2066 182013 0.0113508 2036 3360 30 176587
dataset_name-Levine_seed-42 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5733274 0.4066625 0.9714715 0.9714715 666 182013 0.0036591 647 944 19 180403
dataset_name-Levine_seed-42 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 0.5518516 0.3837234 0.9822031 0.9822031 18093 182013 0.0994050 17771 28541 322 135379
dataset_name-Levine_seed-42 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 0.5746158 0.4035631 0.9973477 0.9973477 13196 182013 0.0725003 13161 19451 35 149366
dataset_name-Levine_seed-42 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 0.6002793 0.4354367 0.9659621 0.9659621 12016 182013 0.0660173 11607 15049 409 154948
dataset_name-Levine_seed-42 cygate num-1 run0 10 Monocytes Monocytes 0.5878139 0.4163086 0.9996271 0.9996271 16088 182013 0.0883893 16082 22548 6 143377
dataset_name-Levine_seed-42 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4879075 0.3272214 0.9586777 0.9586777 242 182013 0.0013296 232 477 10 181294
dataset_name-Levine_seed-42 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 0.5252493 0.3582712 0.9837349 0.9837349 3320 182013 0.0182405 3266 5850 54 172843
dataset_name-Levine_seed-42 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 0.0771605 0.0561798 0.1231527 0.1231527 203 182013 0.0011153 25 420 178 181390
dataset_name-Levine_seed-42 cygate num-1 run0 14 pDCs pDCs 0.4558446 0.3001931 0.9467275 0.9467275 657 182013 0.0036096 622 1450 35 179906
dataset_name-Levine_seed-42 cygate num-1 run0 15 ungated ungated 0.0532639 0.8212639 0.0275245 0.0275245 110011 182013 0.6044129 3028 659 106983 71343
dataset_name-Levine_seed-42 cygate num-2 run0 1 Basophils Basophils 0.5830508 0.4134615 0.9885057 0.9885057 261 72900 0.0035802 258 366 3 72273
dataset_name-Levine_seed-42 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5361111 0.3979381 0.8212766 0.8212766 470 72900 0.0064472 386 584 84 71846
dataset_name-Levine_seed-42 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.5624837 0.4254144 0.8298691 0.8298691 1299 72900 0.0178189 1078 1456 221 70145
dataset_name-Levine_seed-42 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0574163 0.0405405 0.0983607 0.0983607 122 72900 0.0016735 12 284 110 72494
dataset_name-Levine_seed-42 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.6155035 0.4490793 0.9779051 0.9779051 1222 72900 0.0167627 1195 1466 27 70212
dataset_name-Levine_seed-42 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.6234414 0.4528986 1.0000000 1.0000000 250 72900 0.0034294 250 302 0 72348
dataset_name-Levine_seed-42 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 0.6269977 0.4570682 0.9980571 0.9980571 8235 72900 0.1129630 8219 9763 16 54902
dataset_name-Levine_seed-42 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 0.6344522 0.4653365 0.9966681 0.9966681 6903 72900 0.0946914 6880 7905 23 58092
dataset_name-Levine_seed-42 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 0.6394143 0.4703770 0.9980952 0.9980952 4200 72900 0.0576132 4192 4720 8 63980
dataset_name-Levine_seed-42 cygate num-2 run0 10 Monocytes Monocytes 0.5466380 0.3770642 0.9933841 0.9933841 4988 72900 0.0684225 4955 8186 33 59726
dataset_name-Levine_seed-42 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5476190 0.4181818 0.7931034 0.7931034 87 72900 0.0011934 69 96 18 72717
dataset_name-Levine_seed-42 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 0.6224272 0.4521242 0.9985565 0.9985565 2771 72900 0.0380110 2767 3353 4 66776
dataset_name-Levine_seed-42 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 0.6046046 0.4376812 0.9773463 0.9773463 309 72900 0.0042387 302 388 7 72203
dataset_name-Levine_seed-42 cygate num-2 run0 14 pDCs pDCs 0.5185849 0.3502722 0.9982759 0.9982759 580 72900 0.0079561 579 1074 1 71246
dataset_name-Levine_seed-42 cygate num-2 run0 15 ungated ungated 0.0785718 0.9311295 0.0410164 0.0410164 41203 72900 0.5651989 1690 125 39513 31572
dataset_name-Levine_seed-42 dgcytof num-1 run0 1 Basophils Basophils NA NA 0.0000000 0.0000000 946 191351 0.0049438 0 0 946 190405
dataset_name-Levine_seed-42 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5354237 0.4136768 0.7587177 0.7587177 1778 191351 0.0092918 1349 1912 429 187661
dataset_name-Levine_seed-42 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3995825 0.4373857 0.3677940 0.3677940 2602 191351 0.0135980 957 1231 1645 187518
dataset_name-Levine_seed-42 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs NA 0.0000000 0.0000000 0.0000000 182 191351 0.0009511 0 1 182 191168
dataset_name-Levine_seed-42 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0519836 0.4488189 0.0275895 0.0275895 2066 191351 0.0107969 57 70 2009 189215
dataset_name-Levine_seed-42 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.4012539 0.4196721 0.3843844 0.3843844 666 191351 0.0034805 256 354 410 190331
dataset_name-Levine_seed-42 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 0.0016513 0.4166667 0.0008273 0.0008273 18131 191351 0.0947526 15 21 18116 173199
dataset_name-Levine_seed-42 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 0.0542040 0.4466589 0.0288527 0.0288527 13205 191351 0.0690093 381 472 12824 177674
dataset_name-Levine_seed-42 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 0.2310974 0.4848249 0.1517045 0.1517045 12320 191351 0.0643843 1869 1986 10451 177045
dataset_name-Levine_seed-42 dgcytof num-1 run0 10 Monocytes Monocytes 0.0446067 0.3344917 0.0238967 0.0238967 16111 191351 0.0841961 385 766 15726 174474
dataset_name-Levine_seed-42 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.3611111 0.4126984 0.3209877 0.3209877 243 191351 0.0012699 78 111 165 190997
dataset_name-Levine_seed-42 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells NA NA 0.0000000 0.0000000 3352 191351 0.0175175 0 0 3352 187999
dataset_name-Levine_seed-42 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 0.0639269 0.4375000 0.0344828 0.0344828 203 191351 0.0010609 7 9 196 191139
dataset_name-Levine_seed-42 dgcytof num-1 run0 14 pDCs pDCs NA NA 0.0000000 0.0000000 658 191351 0.0034387 0 0 658 190693
dataset_name-Levine_seed-42 dgcytof num-1 run0 15 ungated ungated 0.7521480 0.6257651 0.9425005 0.9425005 118888 191351 0.6213085 112052 67012 6836 5451
dataset_name-Levine_seed-42 dgcytof num-2 run0 1 Basophils Basophils 0.0498221 0.3500000 0.0268199 0.0268199 261 74276 0.0035139 7 13 254 74002
dataset_name-Levine_seed-42 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.2003396 0.4957983 0.1255319 0.1255319 470 74276 0.0063278 59 60 411 73746
dataset_name-Levine_seed-42 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.4979159 0.4917665 0.5042210 0.5042210 1303 74276 0.0175427 657 679 646 72294
dataset_name-Levine_seed-42 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1151079 0.4705882 0.0655738 0.0655738 122 74276 0.0016425 8 9 114 74145
dataset_name-Levine_seed-42 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs NA NA 0.0000000 0.0000000 1229 74276 0.0165464 0 0 1229 73047
dataset_name-Levine_seed-42 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.1148649 0.3695652 0.0680000 0.0680000 250 74276 0.0033658 17 29 233 73997
dataset_name-Levine_seed-42 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells NA NA 0.0000000 0.0000000 8235 74276 0.1108703 0 0 8235 66041
dataset_name-Levine_seed-42 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 0.3483920 0.4991892 0.2675648 0.2675648 6903 74276 0.0929372 1847 1853 5056 65520
dataset_name-Levine_seed-42 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells NA NA 0.0000000 0.0000000 4200 74276 0.0565459 0 0 4200 70076
dataset_name-Levine_seed-42 dgcytof num-2 run0 10 Monocytes Monocytes 0.5016390 0.4971451 0.5062149 0.5062149 4988 74276 0.0671549 2525 2554 2463 66734
dataset_name-Levine_seed-42 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5497630 0.4677419 0.6666667 0.6666667 87 74276 0.0011713 58 66 29 74123
dataset_name-Levine_seed-42 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 0.0028664 0.5000000 0.0014373 0.0014373 2783 74276 0.0374684 4 4 2779 71489
dataset_name-Levine_seed-42 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 0.4181185 0.4545455 0.3870968 0.3870968 310 74276 0.0041736 120 144 190 73822
dataset_name-Levine_seed-42 dgcytof num-2 run0 14 pDCs pDCs 0.2445302 0.4822335 0.1637931 0.1637931 580 74276 0.0078087 95 102 485 73594
dataset_name-Levine_seed-42 dgcytof num-2 run0 15 ungated ungated 0.6996346 0.5847458 0.8707085 0.8707085 42555 74276 0.5729307 37053 26313 5502 5408
dataset_name-Levine_seed-42 lda num-1 run0 1 Basophils Basophils 0.1663866 0.2844828 0.1175772 0.1175772 842 150932 0.0055787 99 249 743 149841
dataset_name-Levine_seed-42 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.5266904 0.3731092 0.8951613 0.8951613 1736 150932 0.0115019 1554 2611 182 146585
dataset_name-Levine_seed-42 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.4253418 0.3143886 0.6573222 0.6573222 2390 150932 0.0158349 1571 3426 819 145116
dataset_name-Levine_seed-42 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2181818 0.3380282 0.1610738 0.1610738 149 150932 0.0009872 24 47 125 150736
dataset_name-Levine_seed-42 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3359434 0.3028233 0.3771980 0.3771980 1763 150932 0.0116808 665 1531 1098 147638
dataset_name-Levine_seed-42 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2413591 0.1783550 0.3731884 0.3731884 552 150932 0.0036573 206 949 346 149431
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 0.2670363 0.4136036 0.1971670 0.1971670 12213 150932 0.0809172 2408 3414 9805 135305
dataset_name-Levine_seed-42 lda num-1 run0 8 CD8_T_cells CD8_T_cells 0.4129120 0.4188975 0.4070951 0.4070951 9725 150932 0.0644330 3959 5492 5766 135715
dataset_name-Levine_seed-42 lda num-1 run0 9 Mature_B_cells Mature_B_cells 0.5382033 0.4198907 0.7493467 0.7493467 9950 150932 0.0659237 7456 10301 2494 130681
dataset_name-Levine_seed-42 lda num-1 run0 10 Monocytes Monocytes 0.4628649 0.4123624 0.5274640 0.5274640 12926 150932 0.0856412 6818 9716 6108 128290
dataset_name-Levine_seed-42 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.4878745 0.3701299 0.7154812 0.7154812 239 150932 0.0015835 171 291 68 150402
dataset_name-Levine_seed-42 lda num-1 run0 12 Pre_B_cells Pre_B_cells 0.2790253 0.3565324 0.2291994 0.2291994 2548 150932 0.0168818 584 1054 1964 147330
dataset_name-Levine_seed-42 lda num-1 run0 13 Pro_B_cells Pro_B_cells 0.0921844 0.0699088 0.1352941 0.1352941 170 150932 0.0011263 23 306 147 150456
dataset_name-Levine_seed-42 lda num-1 run0 14 pDCs pDCs 0.2185407 0.1391382 0.5090312 0.5090312 609 150932 0.0040349 310 1918 299 148405
dataset_name-Levine_seed-42 lda num-1 run0 15 ungated ungated 0.6206742 0.6626840 0.5836733 0.5836733 95120 150932 0.6302176 55519 28260 39601 27552
dataset_name-Levine_seed-42 lda num-2 run0 1 Basophils Basophils 0.3446475 0.2323944 0.6666667 0.6666667 198 53148 0.0037254 132 436 66 52514
dataset_name-Levine_seed-42 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.1411290 0.4216867 0.0847458 0.0847458 413 53148 0.0077708 35 48 378 52687
dataset_name-Levine_seed-42 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.3482850 0.3488987 0.3476734 0.3476734 1139 53148 0.0214307 396 739 743 51270
dataset_name-Levine_seed-42 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2931596 0.2163462 0.4545455 0.4545455 99 53148 0.0018627 45 163 54 52886
dataset_name-Levine_seed-42 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3668262 0.4121864 0.3304598 0.3304598 1044 53148 0.0196433 345 492 699 51612
dataset_name-Levine_seed-42 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2425197 0.1469466 0.6936937 0.6936937 222 53148 0.0041770 154 894 68 52032
dataset_name-Levine_seed-42 lda num-2 run0 7 CD4_T_cells CD4_T_cells 0.5362102 0.4743905 0.6165561 0.6165561 4071 53148 0.0765974 2510 2781 1561 46296
dataset_name-Levine_seed-42 lda num-2 run0 8 CD8_T_cells CD8_T_cells 0.5499581 0.4822799 0.6397314 0.6397314 4616 53148 0.0868518 2953 3170 1663 45362
dataset_name-Levine_seed-42 lda num-2 run0 9 Mature_B_cells Mature_B_cells 0.5755934 0.4800947 0.7185185 0.7185185 3105 53148 0.0584218 2231 2416 874 47627
dataset_name-Levine_seed-42 lda num-2 run0 10 Monocytes Monocytes 0.5341412 0.3914826 0.8403813 0.8403813 4091 53148 0.0769737 3438 5344 653 43713
dataset_name-Levine_seed-42 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.5401929 0.3716814 0.9882353 0.9882353 85 53148 0.0015993 84 142 1 52921
dataset_name-Levine_seed-42 lda num-2 run0 12 Pre_B_cells Pre_B_cells 0.6030567 0.4619256 0.8683669 0.8683669 2431 53148 0.0457402 2111 2459 320 48258
dataset_name-Levine_seed-42 lda num-2 run0 13 Pro_B_cells Pro_B_cells 0.3411420 0.2123974 0.8661710 0.8661710 269 53148 0.0050613 233 864 36 52015
dataset_name-Levine_seed-42 lda num-2 run0 14 pDCs pDCs 0.4736415 0.3691530 0.6606335 0.6606335 442 53148 0.0083164 292 499 150 52207
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 0.4694133 0.6437831 0.3693691 0.3693691 30923 53148 0.5818281 11422 6320 19501 15905
dataset_name-Levine_seed-42 random num-1 run0 1 Basophils Basophils 0.0085000 0.0045666 0.0613108 0.0613108 946 191351 0.0049438 58 12643 888 177762
dataset_name-Levine_seed-42 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0164127 0.0093531 0.0669291 0.0669291 1778 191351 0.0092918 119 12604 1659 176969
dataset_name-Levine_seed-42 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0243838 0.0146989 0.0714835 0.0714835 2602 191351 0.0135980 186 12468 2416 176281
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0013788 0.0006991 0.0494505 0.0494505 182 191351 0.0009511 9 12864 173 178305
dataset_name-Levine_seed-42 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0165761 0.0096412 0.0590513 0.0590513 2066 191351 0.0107969 122 12532 1944 176753
dataset_name-Levine_seed-42 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0071259 0.0037482 0.0720721 0.0720721 666 191351 0.0034805 48 12758 618 177927
dataset_name-Levine_seed-42 random num-1 run0 7 CD4_T_cells CD4_T_cells 0.0779856 0.0936871 0.0667917 0.0667917 18131 191351 0.0947526 1211 11715 16920 161505
dataset_name-Levine_seed-42 random num-1 run0 8 CD8_T_cells CD8_T_cells 0.0677613 0.0690007 0.0665657 0.0665657 13205 191351 0.0690093 879 11860 12326 166286
dataset_name-Levine_seed-42 random num-1 run0 9 Mature_B_cells Mature_B_cells 0.0664266 0.0655091 0.0673701 0.0673701 12320 191351 0.0643843 830 11840 11490 167191
dataset_name-Levine_seed-42 random num-1 run0 10 Monocytes Monocytes 0.0748789 0.0846040 0.0671591 0.0671591 16111 191351 0.0841961 1082 11707 15029 163533
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 0.0021223 0.0010811 0.0576132 0.0576132 243 191351 0.0012699 14 12936 229 178172
dataset_name-Levine_seed-42 random num-1 run0 12 Pre_B_cells Pre_B_cells 0.0292817 0.0185054 0.0701074 0.0701074 3352 191351 0.0175175 235 12464 3117 175535
dataset_name-Levine_seed-42 random num-1 run0 13 Pro_B_cells Pro_B_cells 0.0018509 0.0009401 0.0591133 0.0591133 203 191351 0.0010609 12 12752 191 178396
dataset_name-Levine_seed-42 random num-1 run0 14 pDCs pDCs 0.0066541 0.0035012 0.0668693 0.0668693 658 191351 0.0034387 44 12523 614 178170
dataset_name-Levine_seed-42 random num-1 run0 15 ungated ungated 0.1208588 0.6201309 0.0669538 0.0669538 118888 191351 0.6213085 7960 4876 110928 67587
dataset_name-Levine_seed-42 random num-2 run0 1 Basophils Basophils 0.0053763 0.0028300 0.0536398 0.0536398 261 74276 0.0035139 14 4933 247 69082
dataset_name-Levine_seed-42 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 0.0100223 0.0054900 0.0574468 0.0574468 470 74276 0.0063278 27 4891 443 68915
dataset_name-Levine_seed-42 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 0.0260290 0.0165153 0.0613968 0.0613968 1303 74276 0.0175427 80 4764 1223 68209
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0023319 0.0011943 0.0491803 0.0491803 122 74276 0.0016425 6 5018 116 69136
dataset_name-Levine_seed-42 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0322152 0.0202378 0.0789260 0.0789260 1229 74276 0.0165464 97 4696 1132 68351
dataset_name-Levine_seed-42 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0084615 0.0044444 0.0880000 0.0880000 250 74276 0.0033658 22 4928 228 69098
dataset_name-Levine_seed-42 random num-2 run0 7 CD4_T_cells CD4_T_cells 0.0837498 0.1112452 0.0671524 0.0671524 8235 74276 0.1108703 553 4418 7682 61623
dataset_name-Levine_seed-42 random num-2 run0 8 CD8_T_cells CD8_T_cells 0.0792765 0.0951511 0.0679415 0.0679415 6903 74276 0.0929372 469 4460 6434 62913
dataset_name-Levine_seed-42 random num-2 run0 9 Mature_B_cells Mature_B_cells 0.0580687 0.0534428 0.0635714 0.0635714 4200 74276 0.0565459 267 4729 3933 65347
dataset_name-Levine_seed-42 random num-2 run0 10 Monocytes Monocytes 0.0718227 0.0718731 0.0717723 0.0717723 4988 74276 0.0671549 358 4623 4630 64665
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 0.0007725 0.0003929 0.0229885 0.0229885 87 74276 0.0011713 2 5089 85 69100
dataset_name-Levine_seed-42 random num-2 run0 12 Pre_B_cells Pre_B_cells 0.0470829 0.0365587 0.0661157 0.0661157 2783 74276 0.0374684 184 4849 2599 66644
dataset_name-Levine_seed-42 random num-2 run0 13 Pro_B_cells Pro_B_cells 0.0060434 0.0032096 0.0516129 0.0516129 310 74276 0.0041736 16 4969 294 68997
dataset_name-Levine_seed-42 random num-2 run0 14 pDCs pDCs 0.0155642 0.0087191 0.0724138 0.0724138 580 74276 0.0078087 42 4775 538 68921
dataset_name-Levine_seed-42 random num-2 run0 15 ungated ungated 0.1183126 0.5629378 0.0661027 0.0661027 42555 74276 0.5729307 2813 2184 39742 29537
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1441792 0.9517685 0.0779974 0.0779974 3795 755903 0.0050205 296 15 3499 752093
dataset_name-Samusik_seed-42 cyanno num-1 run0 2 Basophils Basophils 0.7874922 0.9153707 0.6909637 0.6909637 3663 755903 0.0048459 2531 234 1132 752006
dataset_name-Samusik_seed-42 cyanno num-1 run0 3 CD4 T cells CD4 T cells 0.9301151 0.9536136 0.9077469 0.9077469 5073 755903 0.0067112 4605 224 468 750606
dataset_name-Samusik_seed-42 cyanno num-1 run0 4 CD8 T cells CD8 T cells 0.9772196 0.9817646 0.9727165 0.9727165 10959 755903 0.0144979 10660 198 299 744746
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP NA NA 0.0000000 0.0000000 434 755903 0.0005741 0 0 434 755469
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 0.0621762 0.9677419 0.0321199 0.0321199 1868 755903 0.0024712 60 2 1808 754033
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 0.9520196 0.9403364 0.9639967 0.9639967 90575 755903 0.1198236 87314 5540 3261 659788
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 0.9570193 0.9412042 0.9733751 0.9733751 47249 755903 0.0625067 45991 2873 1258 705781
dataset_name-Samusik_seed-42 cyanno num-1 run0 9 GMP GMP 0.5928756 0.8089543 0.4678964 0.4678964 5638 755903 0.0074586 2638 623 3000 749642
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC NA NA 0.0000000 0.0000000 26 755903 0.0000344 0 0 26 755877
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9374986 0.9264008 0.9488655 0.9488655 43630 755903 0.0577190 41399 3289 2231 708984
dataset_name-Samusik_seed-42 cyanno num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9832504 0.9756669 0.9909527 0.9909527 102572 755903 0.1356947 101644 2535 928 650796
dataset_name-Samusik_seed-42 cyanno num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.9030924 0.9170445 0.8895586 0.8895586 18417 755903 0.0243642 16383 1482 2034 736004
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9492784 0.9332414 0.9658762 0.9658762 75695 755903 0.1001385 73112 5230 2583 674978
dataset_name-Samusik_seed-42 cyanno num-1 run0 15 MEP MEP 0.6260954 0.7933374 0.5170889 0.5170889 4974 755903 0.0065802 2572 670 2402 750259
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 0.1202003 0.9350649 0.0642284 0.0642284 1121 755903 0.0014830 72 5 1049 754777
dataset_name-Samusik_seed-42 cyanno num-1 run0 17 Macrophages Macrophages 0.5068421 0.8280310 0.3651877 0.3651877 2637 755903 0.0034885 963 200 1674 753066
dataset_name-Samusik_seed-42 cyanno num-1 run0 18 NK cells NK cells 0.7695552 0.9387278 0.6520468 0.6520468 3078 755903 0.0040720 2007 131 1071 752694
dataset_name-Samusik_seed-42 cyanno num-1 run0 19 NKT cells NKT cells 0.9336360 0.9528482 0.9151832 0.9151832 7640 755903 0.0101071 6992 346 648 747917
dataset_name-Samusik_seed-42 cyanno num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9537961 0.9552154 0.9523810 0.9523810 7077 755903 0.0093623 6740 316 337 748510
dataset_name-Samusik_seed-42 cyanno num-1 run0 21 Plasma Cells Plasma Cells 0.3208837 0.9355828 0.1936508 0.1936508 1575 755903 0.0020836 305 21 1270 754307
dataset_name-Samusik_seed-42 cyanno num-1 run0 22 gd T cells gd T cells 0.1727749 1.0000000 0.0945559 0.0945559 349 755903 0.0004617 33 0 316 755554
dataset_name-Samusik_seed-42 cyanno num-1 run0 23 mDCs mDCs 0.5035765 0.8421053 0.3591837 0.3591837 980 755903 0.0012965 352 66 628 754857
dataset_name-Samusik_seed-42 cyanno num-1 run0 24 pDCs pDCs 0.9810226 0.9813967 0.9806487 0.9806487 23616 755903 0.0312421 23159 439 457 731848
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 0.9042491 0.8916973 0.9171594 0.9171594 293262 755903 0.3879625 268968 32668 24294 429973
dataset_name-Samusik_seed-42 cyanno num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.3044538 0.9172230 0.1825186 0.1825186 3764 760931 0.0049466 687 62 3077 757105
dataset_name-Samusik_seed-42 cyanno num-2 run0 2 Basophils Basophils 0.8013141 0.8858526 0.7315053 0.7315053 3501 760931 0.0046009 2561 330 940 757100
dataset_name-Samusik_seed-42 cyanno num-2 run0 3 CD4 T cells CD4 T cells 0.9338660 0.9681709 0.9019090 0.9019090 4924 760931 0.0064710 4441 146 483 755861
dataset_name-Samusik_seed-42 cyanno num-2 run0 4 CD8 T cells CD8 T cells 0.9694981 0.9753580 0.9637082 0.9637082 10884 760931 0.0143035 10489 265 395 749782
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP NA NA 0.0000000 0.0000000 446 760931 0.0005861 0 0 446 760485
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 0.2202729 0.9416667 0.1247241 0.1247241 1812 760931 0.0023813 226 14 1586 759105
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 0.9547251 0.9304847 0.9802621 0.9802621 89726 760931 0.1179161 87955 6571 1771 664634
dataset_name-Samusik_seed-42 cyanno num-2 run0 8 Eosinophils Eosinophils 0.9553804 0.9464424 0.9644888 0.9644888 45732 760931 0.0601001 44108 2496 1624 712703
dataset_name-Samusik_seed-42 cyanno num-2 run0 9 GMP GMP 0.6507200 0.8827898 0.5152657 0.5152657 5306 760931 0.0069730 2734 363 2572 755262
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC NA NA 0.0000000 0.0000000 26 760931 0.0000342 0 0 26 760905
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9462954 0.9285376 0.9647457 0.9647457 44647 760931 0.0586742 43073 3315 1574 712969
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9824614 0.9775766 0.9873953 0.9873953 105437 760931 0.1385632 104108 2388 1329 653106
dataset_name-Samusik_seed-42 cyanno num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.9035078 0.9230937 0.8847359 0.8847359 19156 760931 0.0251744 16948 1412 2208 740363
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9372408 0.9436122 0.9309549 0.9309549 75371 760931 0.0990510 70167 4193 5204 681367
dataset_name-Samusik_seed-42 cyanno num-2 run0 15 MEP MEP 0.6957233 0.7894458 0.6218926 0.6218926 4787 760931 0.0062910 2977 794 1810 755350
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 0.1779242 0.9473684 0.0981818 0.0981818 1100 760931 0.0014456 108 6 992 759825
dataset_name-Samusik_seed-42 cyanno num-2 run0 17 Macrophages Macrophages 0.5297096 0.8576359 0.3831920 0.3831920 2594 760931 0.0034090 994 165 1600 758172
dataset_name-Samusik_seed-42 cyanno num-2 run0 18 NK cells NK cells 0.8714734 0.9410593 0.8114698 0.8114698 2912 760931 0.0038269 2363 148 549 757871
dataset_name-Samusik_seed-42 cyanno num-2 run0 19 NKT cells NKT cells 0.9320900 0.9519669 0.9130262 0.9130262 7554 760931 0.0099273 6897 348 657 753029
dataset_name-Samusik_seed-42 cyanno num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9475446 0.9372154 0.9581041 0.9581041 7089 760931 0.0093162 6792 455 297 753387
dataset_name-Samusik_seed-42 cyanno num-2 run0 21 Plasma Cells Plasma Cells 0.3821263 0.9253731 0.2407767 0.2407767 1545 760931 0.0020304 372 30 1173 759356
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 0.2843137 0.9508197 0.1671470 0.1671470 347 760931 0.0004560 58 3 289 760581
dataset_name-Samusik_seed-42 cyanno num-2 run0 23 mDCs mDCs 0.3285024 0.8063241 0.2062690 0.2062690 989 760931 0.0012997 204 49 785 759893
dataset_name-Samusik_seed-42 cyanno num-2 run0 24 pDCs pDCs 0.9802801 0.9794512 0.9811105 0.9811105 23611 760931 0.0310291 23165 486 446 736834
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 0.9080274 0.8964431 0.9199149 0.9199149 297671 760931 0.3911932 273832 31633 23839 431627
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1098476 0.9618644 0.0582499 0.0582499 3897 757088 0.0051474 227 9 3670 753182
dataset_name-Samusik_seed-42 cyanno num-3 run0 2 Basophils Basophils 0.7818757 0.8821332 0.7020816 0.7020816 3699 757088 0.0048858 2597 347 1102 753042
dataset_name-Samusik_seed-42 cyanno num-3 run0 3 CD4 T cells CD4 T cells 0.9314516 0.9519885 0.9117821 0.9117821 5067 757088 0.0066927 4620 233 447 751788
dataset_name-Samusik_seed-42 cyanno num-3 run0 4 CD8 T cells CD8 T cells 0.9763999 0.9774524 0.9753496 0.9753496 11156 757088 0.0147354 10881 251 275 745681
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP NA NA 0.0000000 0.0000000 428 757088 0.0005653 0 0 428 756660
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 0.0918947 0.9368421 0.0483170 0.0483170 1842 757088 0.0024330 89 6 1753 755240
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 0.9577189 0.9382612 0.9780008 0.9780008 87594 757088 0.1156986 85667 5637 1927 663857
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 0.9535415 0.9460004 0.9612038 0.9612038 48845 757088 0.0645169 46950 2680 1895 705563
dataset_name-Samusik_seed-42 cyanno num-3 run0 9 GMP GMP 0.7062742 0.8562126 0.6010240 0.6010240 5469 757088 0.0072237 3287 552 2182 751067
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC NA NA 0.0000000 0.0000000 28 757088 0.0000370 0 0 28 757060
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9356990 0.9309781 0.9404681 0.9404681 45421 757088 0.0599943 42717 3167 2704 708500
dataset_name-Samusik_seed-42 cyanno num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9828111 0.9765559 0.9891471 0.9891471 99973 757088 0.1320494 98888 2374 1085 654741
dataset_name-Samusik_seed-42 cyanno num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8823259 0.9350530 0.8352279 0.8352279 19530 757088 0.0257962 16312 1133 3218 736425
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9502795 0.9374547 0.9634601 0.9634601 73755 757088 0.0974193 71060 4741 2695 678592
dataset_name-Samusik_seed-42 cyanno num-3 run0 15 MEP MEP 0.7290538 0.7576348 0.7025507 0.7025507 4979 757088 0.0065765 3498 1119 1481 750990
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 0.1402640 0.9239130 0.0758929 0.0758929 1120 757088 0.0014794 85 7 1035 755961
dataset_name-Samusik_seed-42 cyanno num-3 run0 17 Macrophages Macrophages 0.5420561 0.8108904 0.4070927 0.4070927 2707 757088 0.0035755 1102 257 1605 754124
dataset_name-Samusik_seed-42 cyanno num-3 run0 18 NK cells NK cells 0.7891409 0.9122958 0.6952818 0.6952818 3052 757088 0.0040312 2122 204 930 753832
dataset_name-Samusik_seed-42 cyanno num-3 run0 19 NKT cells NKT cells 0.9153187 0.9562624 0.8777372 0.8777372 7672 757088 0.0101336 6734 308 938 749108
dataset_name-Samusik_seed-42 cyanno num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9503586 0.9372461 0.9638433 0.9638433 6942 757088 0.0091693 6691 448 251 749698
dataset_name-Samusik_seed-42 cyanno num-3 run0 21 Plasma Cells Plasma Cells 0.9305331 0.9419460 0.9193935 0.9193935 1253 757088 0.0016550 1152 71 101 755764
dataset_name-Samusik_seed-42 cyanno num-3 run0 22 gd T cells gd T cells 0.2194514 0.9565217 0.1239437 0.1239437 355 757088 0.0004689 44 2 311 756731
dataset_name-Samusik_seed-42 cyanno num-3 run0 23 mDCs mDCs 0.4589917 0.8543417 0.3137860 0.3137860 972 757088 0.0012839 305 52 667 756064
dataset_name-Samusik_seed-42 cyanno num-3 run0 24 pDCs pDCs 0.9796047 0.9786796 0.9805315 0.9805315 23782 757088 0.0314125 23319 508 463 732798
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 0.9086742 0.8981076 0.9194925 0.9194925 297550 757088 0.3930190 273595 31040 23955 428498
dataset_name-Samusik_seed-42 cyanno num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.2226389 0.9387352 0.1262962 0.1262962 3761 758138 0.0049608 475 31 3286 754346
dataset_name-Samusik_seed-42 cyanno num-4 run0 2 Basophils Basophils 0.7791595 0.9046053 0.6842687 0.6842687 3617 758138 0.0047709 2475 261 1142 754260
dataset_name-Samusik_seed-42 cyanno num-4 run0 3 CD4 T cells CD4 T cells 0.9165056 0.9544588 0.8814554 0.8814554 5112 758138 0.0067428 4506 215 606 752811
dataset_name-Samusik_seed-42 cyanno num-4 run0 4 CD8 T cells CD8 T cells 0.9766262 0.9769306 0.9763219 0.9763219 11234 758138 0.0148179 10968 259 266 746645
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP NA NA 0.0000000 0.0000000 434 758138 0.0005725 0 0 434 757704
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 0.1357649 0.9640288 0.0730245 0.0730245 1835 758138 0.0024204 134 5 1701 756298
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 0.9582935 0.9389634 0.9784364 0.9784364 88204 758138 0.1163429 86302 5610 1902 664324
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 0.9540979 0.9480198 0.9602544 0.9602544 48584 758138 0.0640833 46653 2558 1931 706996
dataset_name-Samusik_seed-42 cyanno num-4 run0 9 GMP GMP 0.6913499 0.8467095 0.5841639 0.5841639 5418 758138 0.0071465 3165 573 2253 752147
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC NA NA 0.0000000 0.0000000 24 758138 0.0000317 0 0 24 758114
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9381652 0.9269678 0.9496364 0.9496364 44000 758138 0.0580369 41784 3292 2216 710846
dataset_name-Samusik_seed-42 cyanno num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9827356 0.9776145 0.9879106 0.9879106 102735 758138 0.1355096 101493 2324 1242 653079
dataset_name-Samusik_seed-42 cyanno num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954210 0.9055307 0.8855345 0.8855345 18748 758138 0.0247290 16602 1732 2146 737658
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9378575 0.9400868 0.9356386 0.9356386 75449 758138 0.0995188 70593 4499 4856 678190
dataset_name-Samusik_seed-42 cyanno num-4 run0 15 MEP MEP 0.6988976 0.7959717 0.6229273 0.6229273 4885 758138 0.0064434 3043 780 1842 752473
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 0.0913706 0.9473684 0.0480000 0.0480000 1125 758138 0.0014839 54 3 1071 757010
dataset_name-Samusik_seed-42 cyanno num-4 run0 17 Macrophages Macrophages 0.4761125 0.8608095 0.3290566 0.3290566 2650 758138 0.0034954 872 141 1778 755347
dataset_name-Samusik_seed-42 cyanno num-4 run0 18 NK cells NK cells 0.8853933 0.9274225 0.8470082 0.8470082 2791 758138 0.0036814 2364 185 427 755162
dataset_name-Samusik_seed-42 cyanno num-4 run0 19 NKT cells NKT cells 0.9365207 0.9497487 0.9236561 0.9236561 7571 758138 0.0099863 6993 370 578 750197
dataset_name-Samusik_seed-42 cyanno num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9459044 0.9436620 0.9481575 0.9481575 7137 758138 0.0094139 6767 404 370 750597
dataset_name-Samusik_seed-42 cyanno num-4 run0 21 Plasma Cells Plasma Cells 0.7798550 0.9100623 0.6822430 0.6822430 1498 758138 0.0019759 1022 101 476 756539
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 0.0164835 1.0000000 0.0083102 0.0083102 361 758138 0.0004762 3 0 358 757777
dataset_name-Samusik_seed-42 cyanno num-4 run0 23 mDCs mDCs 0.4887218 0.8666667 0.3403141 0.3403141 955 758138 0.0012597 325 50 630 757133
dataset_name-Samusik_seed-42 cyanno num-4 run0 24 pDCs pDCs 0.9791811 0.9813088 0.9770627 0.9770627 23804 758138 0.0313980 23258 443 546 733891
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 0.9074230 0.8951358 0.9200523 0.9200523 296206 758138 0.3907020 272525 31926 23681 430006
dataset_name-Samusik_seed-42 cyanno num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1750297 0.9533679 0.0963603 0.0963603 3819 764362 0.0049963 368 18 3451 760525
dataset_name-Samusik_seed-42 cyanno num-5 run0 2 Basophils Basophils 0.7585079 0.9358094 0.6376891 0.6376891 3635 764362 0.0047556 2318 159 1317 760568
dataset_name-Samusik_seed-42 cyanno num-5 run0 3 CD4 T cells CD4 T cells 0.9173232 0.9573272 0.8805284 0.8805284 5223 764362 0.0068331 4599 205 624 758934
dataset_name-Samusik_seed-42 cyanno num-5 run0 4 CD8 T cells CD8 T cells 0.9686185 0.9797836 0.9577050 0.9577050 11538 764362 0.0150949 11050 228 488 752596
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP NA NA 0.0000000 0.0000000 441 764362 0.0005770 0 0 441 763921
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 0.0485744 0.9387755 0.0249322 0.0249322 1845 764362 0.0024138 46 3 1799 762514
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 0.9577379 0.9442860 0.9715787 0.9715787 89264 764362 0.1167824 86727 5117 2537 669981
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 0.9565297 0.9444656 0.9689060 0.9689060 48691 764362 0.0637015 47177 2774 1514 712897
dataset_name-Samusik_seed-42 cyanno num-5 run0 9 GMP GMP 0.6436808 0.8694147 0.5110043 0.5110043 5407 764362 0.0070739 2763 415 2644 758540
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 764362 0.0000353 0 0 27 764335
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9366287 0.9314590 0.9418562 0.9418562 45869 764362 0.0600095 43202 3179 2667 715314
dataset_name-Samusik_seed-42 cyanno num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9810965 0.9768204 0.9854101 0.9854101 106101 764362 0.1388099 104553 2481 1548 655780
dataset_name-Samusik_seed-42 cyanno num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8931273 0.9177477 0.8697933 0.8697933 18870 764362 0.0246873 16413 1471 2457 744021
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9463547 0.9370559 0.9558400 0.9558400 74230 764362 0.0971137 70952 4766 3278 685366
dataset_name-Samusik_seed-42 cyanno num-5 run0 15 MEP MEP 0.6273778 0.7989234 0.5164790 0.5164790 4885 764362 0.0063910 2523 635 2362 758842
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 0.0260191 0.9375000 0.0131926 0.0131926 1137 764362 0.0014875 15 1 1122 763224
dataset_name-Samusik_seed-42 cyanno num-5 run0 17 Macrophages Macrophages 0.5633656 0.8369565 0.4245766 0.4245766 2539 764362 0.0033217 1078 210 1461 761613
dataset_name-Samusik_seed-42 cyanno num-5 run0 18 NK cells NK cells 0.8388689 0.9392265 0.7578875 0.7578875 2916 764362 0.0038149 2210 143 706 761303
dataset_name-Samusik_seed-42 cyanno num-5 run0 19 NKT cells NKT cells 0.9191564 0.9580104 0.8833312 0.8833312 7697 764362 0.0100698 6799 298 898 756367
dataset_name-Samusik_seed-42 cyanno num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9303738 0.9356765 0.9251308 0.9251308 7453 764362 0.0097506 6895 474 558 756435
dataset_name-Samusik_seed-42 cyanno num-5 run0 21 Plasma Cells Plasma Cells 0.4848763 0.8573744 0.3380192 0.3380192 1565 764362 0.0020475 529 88 1036 762709
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 0.0507042 1.0000000 0.0260116 0.0260116 346 764362 0.0004527 9 0 337 764016
dataset_name-Samusik_seed-42 cyanno num-5 run0 23 mDCs mDCs 0.2482639 0.8773006 0.1445905 0.1445905 989 764362 0.0012939 143 20 846 763353
dataset_name-Samusik_seed-42 cyanno num-5 run0 24 pDCs pDCs 0.9801275 0.9793750 0.9808811 0.9808811 24060 764362 0.0314772 23600 497 460 739805
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 0.9048001 0.8880183 0.9222284 0.9222284 295815 764362 0.3870090 272809 34402 23006 434145
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1281485 0.3967168 0.0764163 0.0764163 3795 733815 0.0051716 290 441 3505 729579
dataset_name-Samusik_seed-42 cygate num-1 run0 2 Basophils Basophils 0.6158978 0.4723684 0.8847207 0.8847207 3652 733815 0.0049767 3231 3609 421 726554
dataset_name-Samusik_seed-42 cygate num-1 run0 3 CD4 T cells CD4 T cells 0.6520026 0.4887292 0.9790968 0.9790968 5071 733815 0.0069105 4965 5194 106 723550
dataset_name-Samusik_seed-42 cygate num-1 run0 4 CD8 T cells CD8 T cells 0.7858948 0.6500090 0.9936114 0.9936114 10957 733815 0.0149316 10887 5862 70 716996
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 0.0695072 0.0379910 0.4078341 0.4078341 434 733815 0.0005914 177 4482 257 728899
dataset_name-Samusik_seed-42 cygate num-1 run0 6 CMP CMP 0.3609037 0.2203671 0.9962527 0.9962527 1868 733815 0.0025456 1861 6584 7 725363
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 0.7968095 0.6660060 0.9915499 0.9915499 89466 733815 0.1219190 88710 44487 756 599862
dataset_name-Samusik_seed-42 cygate num-1 run0 8 Eosinophils Eosinophils 0.8534955 0.8325248 0.8755501 0.8755501 47039 733815 0.0641020 41185 8285 5854 678491
dataset_name-Samusik_seed-42 cygate num-1 run0 9 GMP GMP 0.4985997 0.3326808 0.9946790 0.9946790 5638 733815 0.0076831 5608 11249 30 716928
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 0.0666667 0.0425532 0.1538462 0.1538462 26 733815 0.0000354 4 90 22 733699
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8015643 0.6717443 0.9935823 0.9935823 43629 733815 0.0594550 43349 21183 280 669003
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9270030 0.8639381 1.0000000 1.0000000 102546 733815 0.1397437 102546 16150 0 615119
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5689236 0.3991419 0.9900635 0.9900635 18417 733815 0.0250976 18234 27449 183 687949
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8201467 0.6965506 0.9970663 0.9970663 74308 733815 0.1012626 74090 32277 218 627230
dataset_name-Samusik_seed-42 cygate num-1 run0 15 MEP MEP 0.6771491 0.5141814 0.9913550 0.9913550 4974 733815 0.0067783 4931 4659 43 724182
dataset_name-Samusik_seed-42 cygate num-1 run0 16 MPP MPP 0.3355534 0.2040501 0.9438002 0.9438002 1121 733815 0.0015276 1058 4127 63 728567
dataset_name-Samusik_seed-42 cygate num-1 run0 17 Macrophages Macrophages 0.4692522 0.3142157 0.9262918 0.9262918 2632 733815 0.0035867 2438 5321 194 725862
dataset_name-Samusik_seed-42 cygate num-1 run0 18 NK cells NK cells 0.5328766 0.3766985 0.9102731 0.9102731 3076 733815 0.0041918 2800 4633 276 726106
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 0.6729955 0.5515770 0.8629581 0.8629581 7640 733815 0.0104113 6593 5360 1047 720815
dataset_name-Samusik_seed-42 cygate num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8451998 0.7889256 0.9101187 0.9101187 7076 733815 0.0096428 6440 1723 636 725016
dataset_name-Samusik_seed-42 cygate num-1 run0 21 Plasma Cells Plasma Cells 0.7896389 0.6712633 0.9587039 0.9587039 1574 733815 0.0021450 1509 739 65 731502
dataset_name-Samusik_seed-42 cygate num-1 run0 22 gd T cells gd T cells 0.2909424 0.1730141 0.9137931 0.9137931 348 733815 0.0004742 318 1520 30 731947
dataset_name-Samusik_seed-42 cygate num-1 run0 23 mDCs mDCs 0.6274921 0.4721053 0.9353493 0.9353493 959 733815 0.0013069 897 1003 62 731853
dataset_name-Samusik_seed-42 cygate num-1 run0 24 pDCs pDCs 0.9367800 0.9283457 0.9453691 0.9453691 23613 733815 0.0321784 22323 1723 1290 708479
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 0.4083992 0.9896660 0.2572858 0.2572858 273956 733815 0.3733312 70485 736 203471 459123
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1634132 0.3366501 0.1078926 0.1078926 3763 706227 0.0053283 406 800 3357 701664
dataset_name-Samusik_seed-42 cygate num-2 run0 2 Basophils Basophils 0.6323802 0.4787234 0.9313021 0.9313021 3479 706227 0.0049262 3240 3528 239 699220
dataset_name-Samusik_seed-42 cygate num-2 run0 3 CD4 T cells CD4 T cells 0.6528976 0.4904563 0.9762292 0.9762292 4922 706227 0.0069694 4805 4992 117 696313
dataset_name-Samusik_seed-42 cygate num-2 run0 4 CD8 T cells CD8 T cells 0.8084741 0.6804797 0.9957736 0.9957736 10884 706227 0.0154115 10838 5089 46 690254
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 0.0825535 0.0446009 0.5538117 0.5538117 446 706227 0.0006315 247 5291 199 700490
dataset_name-Samusik_seed-42 cygate num-2 run0 6 CMP CMP 0.3585959 0.2188413 0.9922737 0.9922737 1812 706227 0.0025657 1798 6418 14 697997
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 0.8403452 0.7288460 0.9921203 0.9921203 85917 706227 0.1216564 85240 31712 677 588598
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 0.8711437 0.8247374 0.9230837 0.9230837 45595 706227 0.0645614 42088 8944 3507 651688
dataset_name-Samusik_seed-42 cygate num-2 run0 9 GMP GMP 0.5613504 0.3936864 0.9777610 0.9777610 5306 706227 0.0075132 5188 7990 118 692931
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 0.0169492 0.0087146 0.3076923 0.3076923 26 706227 0.0000368 8 910 18 705291
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7913292 0.6559359 0.9971542 0.9971542 44627 706227 0.0631907 44500 23342 127 638258
dataset_name-Samusik_seed-42 cygate num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9635342 0.9296838 0.9999429 0.9999429 105077 706227 0.1487864 105071 7947 6 593203
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5332642 0.3644287 0.9935764 0.9935764 19148 706227 0.0271131 19025 33180 123 653899
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8614563 0.7599919 0.9941874 0.9941874 67956 706227 0.0962240 67561 21336 395 616935
dataset_name-Samusik_seed-42 cygate num-2 run0 15 MEP MEP 0.7005359 0.5400724 0.9966576 0.9966576 4787 706227 0.0067783 4771 4063 16 697377
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 0.3431080 0.2126224 0.8881818 0.8881818 1100 706227 0.0015576 977 3618 123 701509
dataset_name-Samusik_seed-42 cygate num-2 run0 17 Macrophages Macrophages 0.4770329 0.3224185 0.9165701 0.9165701 2589 706227 0.0036660 2373 4987 216 698651
dataset_name-Samusik_seed-42 cygate num-2 run0 18 NK cells NK cells 0.5049062 0.3493277 0.9103401 0.9103401 2911 706227 0.0041219 2650 4936 261 698380
dataset_name-Samusik_seed-42 cygate num-2 run0 19 NKT cells NKT cells 0.7086536 0.5687280 0.9398994 0.9398994 7554 706227 0.0106963 7100 5384 454 693289
dataset_name-Samusik_seed-42 cygate num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8543204 0.7813893 0.9422669 0.9422669 7067 706227 0.0100067 6659 1863 408 697297
dataset_name-Samusik_seed-42 cygate num-2 run0 21 Plasma Cells Plasma Cells 0.8216308 0.7295123 0.9403759 0.9403759 1543 706227 0.0021848 1451 538 92 704146
dataset_name-Samusik_seed-42 cygate num-2 run0 22 gd T cells gd T cells 0.2830189 0.1675532 0.9104046 0.9104046 346 706227 0.0004899 315 1565 31 704316
dataset_name-Samusik_seed-42 cygate num-2 run0 23 mDCs mDCs 0.6456362 0.4898936 0.9465570 0.9465570 973 706227 0.0013777 921 959 52 704295
dataset_name-Samusik_seed-42 cygate num-2 run0 24 pDCs pDCs 0.9533482 0.9252715 0.9831822 0.9831822 23487 706227 0.0332570 23092 1865 395 680875
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 0.4478544 0.9886263 0.2894999 0.2894999 254912 706227 0.3609491 73797 849 181115 450466
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0528332 0.1233522 0.0336156 0.0336156 3897 733150 0.0053154 131 931 3766 728322
dataset_name-Samusik_seed-42 cygate num-3 run0 2 Basophils Basophils 0.6145921 0.4693848 0.8898834 0.8898834 3687 733150 0.0050290 3281 3709 406 725754
dataset_name-Samusik_seed-42 cygate num-3 run0 3 CD4 T cells CD4 T cells 0.6528178 0.4886687 0.9830274 0.9830274 5067 733150 0.0069113 4981 5212 86 722871
dataset_name-Samusik_seed-42 cygate num-3 run0 4 CD8 T cells CD8 T cells 0.7800182 0.6399196 0.9986554 0.9986554 11156 733150 0.0152165 11141 6269 15 715725
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 0.1082315 0.0581742 0.7757009 0.7757009 428 733150 0.0005838 332 5375 96 727347
dataset_name-Samusik_seed-42 cygate num-3 run0 6 CMP CMP 0.3528622 0.2142774 0.9989142 0.9989142 1842 733150 0.0025124 1840 6747 2 724561
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 0.8427814 0.7310034 0.9949140 0.9949140 85922 733150 0.1171957 85485 31457 437 615771
dataset_name-Samusik_seed-42 cygate num-3 run0 8 Eosinophils Eosinophils 0.8594823 0.8267776 0.8948808 0.8948808 48621 733150 0.0663179 43510 9116 5111 675413
dataset_name-Samusik_seed-42 cygate num-3 run0 9 GMP GMP 0.4772013 0.3134791 0.9989029 0.9989029 5469 733150 0.0074596 5463 11964 6 715717
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 28 733150 0.0000382 0 126 28 732996
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7944615 0.6615682 0.9941657 0.9941657 45421 733150 0.0619532 45156 23100 265 664629
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9296477 0.8687173 0.9997699 0.9997699 99942 733150 0.1363186 99919 15100 23 618108
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.4888990 0.3248459 0.9877112 0.9877112 19530 733150 0.0266385 19290 40092 240 673528
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8074267 0.6804240 0.9927202 0.9927202 71843 733150 0.0979922 71320 33497 523 627810
dataset_name-Samusik_seed-42 cygate num-3 run0 15 MEP MEP 0.6712878 0.5072925 0.9919663 0.9919663 4979 733150 0.0067912 4939 4797 40 723374
dataset_name-Samusik_seed-42 cygate num-3 run0 16 MPP MPP 0.3927894 0.2493976 0.9241071 0.9241071 1120 733150 0.0015277 1035 3115 85 728915
dataset_name-Samusik_seed-42 cygate num-3 run0 17 Macrophages Macrophages 0.4601917 0.3064180 0.9237884 0.9237884 2703 733150 0.0036868 2497 5652 206 724795
dataset_name-Samusik_seed-42 cygate num-3 run0 18 NK cells NK cells 0.5180712 0.3615614 0.9134993 0.9134993 3052 733150 0.0041629 2788 4923 264 725175
dataset_name-Samusik_seed-42 cygate num-3 run0 19 NKT cells NKT cells 0.6708235 0.5547128 0.8484098 0.8484098 7672 733150 0.0104644 6509 5225 1163 720253
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.4639523 0.7074500 0.3451537 0.3451537 6768 733150 0.0092314 2336 966 4432 725416
dataset_name-Samusik_seed-42 cygate num-3 run0 21 Plasma Cells Plasma Cells 0.7430806 0.5963303 0.9856345 0.9856345 1253 733150 0.0017091 1235 836 18 731061
dataset_name-Samusik_seed-42 cygate num-3 run0 22 gd T cells gd T cells 0.3322718 0.2047090 0.8816901 0.8816901 355 733150 0.0004842 313 1216 42 731579
dataset_name-Samusik_seed-42 cygate num-3 run0 23 mDCs mDCs 0.6788104 0.5298897 0.9441572 0.9441572 967 733150 0.0013190 913 810 54 731373
dataset_name-Samusik_seed-42 cygate num-3 run0 24 pDCs pDCs 0.9430764 0.9208913 0.9663569 0.9663569 23779 733150 0.0324340 22979 1974 800 707397
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 0.4150092 0.9908495 0.2624717 0.2624717 277649 733150 0.3787069 72875 673 204774 454828
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0800921 0.2979452 0.0462643 0.0462643 3761 721569 0.0052123 174 410 3587 717398
dataset_name-Samusik_seed-42 cygate num-4 run0 2 Basophils Basophils 0.6369415 0.4803327 0.9450763 0.9450763 3605 721569 0.0049961 3407 3686 198 714278
dataset_name-Samusik_seed-42 cygate num-4 run0 3 CD4 T cells CD4 T cells 0.6537288 0.4891220 0.9853258 0.9853258 5111 721569 0.0070832 5036 5260 75 711198
dataset_name-Samusik_seed-42 cygate num-4 run0 4 CD8 T cells CD8 T cells 0.7817014 0.6428121 0.9971513 0.9971513 11233 721569 0.0155675 11201 6224 32 704112
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 0.1145729 0.0617775 0.7880184 0.7880184 434 721569 0.0006015 342 5194 92 715941
dataset_name-Samusik_seed-42 cygate num-4 run0 6 CMP CMP 0.3615005 0.2207354 0.9978202 0.9978202 1835 721569 0.0025431 1831 6464 4 713270
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 0.8288225 0.7104669 0.9944936 0.9944936 86081 721569 0.1192970 85607 34887 474 600601
dataset_name-Samusik_seed-42 cygate num-4 run0 8 Eosinophils Eosinophils 0.8725280 0.8229063 0.9285182 0.9285182 48278 721569 0.0669070 44827 9647 3451 663644
dataset_name-Samusik_seed-42 cygate num-4 run0 9 GMP GMP 0.4960934 0.3302938 0.9961240 0.9961240 5418 721569 0.0075086 5397 10943 21 705208
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 0.0222222 0.0117371 0.2083333 0.2083333 24 721569 0.0000333 5 421 19 721124
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7918160 0.6578306 0.9943409 0.9943409 44000 721569 0.0609782 43751 22757 249 654812
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9285211 0.8666301 0.9999318 0.9999318 102707 721569 0.1423384 102700 15805 7 603057
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5149563 0.3478261 0.9912524 0.9912524 18748 721569 0.0259823 18584 34845 164 667976
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8636349 0.7625876 0.9955513 0.9955513 68110 721569 0.0943915 67807 21110 303 632349
dataset_name-Samusik_seed-42 cygate num-4 run0 15 MEP MEP 0.6717241 0.5065003 0.9969294 0.9969294 4885 721569 0.0067700 4870 4745 15 711939
dataset_name-Samusik_seed-42 cygate num-4 run0 16 MPP MPP 0.4016684 0.2623978 0.8560000 0.8560000 1125 721569 0.0015591 963 2707 162 717737
dataset_name-Samusik_seed-42 cygate num-4 run0 17 Macrophages Macrophages 0.4732618 0.3179574 0.9251418 0.9251418 2645 721569 0.0036656 2447 5249 198 713675
dataset_name-Samusik_seed-42 cygate num-4 run0 18 NK cells NK cells 0.5178988 0.3656348 0.8874773 0.8874773 2755 721569 0.0038181 2445 4242 310 714572
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 0.6679091 0.5492082 0.8520671 0.8520671 7571 721569 0.0104924 6451 5295 1120 708703
dataset_name-Samusik_seed-42 cygate num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8696735 0.7987717 0.9543885 0.9543885 6950 721569 0.0096318 6633 1671 317 712948
dataset_name-Samusik_seed-42 cygate num-4 run0 21 Plasma Cells Plasma Cells 0.7535338 0.6126201 0.9786382 0.9786382 1498 721569 0.0020760 1466 927 32 719144
dataset_name-Samusik_seed-42 cygate num-4 run0 22 gd T cells gd T cells 0.2986425 0.1784749 0.9141274 0.9141274 361 721569 0.0005003 330 1519 31 719689
dataset_name-Samusik_seed-42 cygate num-4 run0 23 mDCs mDCs 0.6438953 0.4897734 0.9395546 0.9395546 943 721569 0.0013069 886 923 57 719703
dataset_name-Samusik_seed-42 cygate num-4 run0 24 pDCs pDCs 0.9431821 0.9205295 0.9669776 0.9669776 23802 721569 0.0329865 23016 1987 786 695780
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 0.4287549 0.9906814 0.2735781 0.2735781 269689 721569 0.3737536 73781 694 195908 451186
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0625000 0.2551595 0.0356114 0.0356114 3819 738262 0.0051730 136 397 3683 734046
dataset_name-Samusik_seed-42 cygate num-5 run0 2 Basophils Basophils 0.6424375 0.5027271 0.8896856 0.8896856 3626 738262 0.0049115 3226 3191 400 731445
dataset_name-Samusik_seed-42 cygate num-5 run0 3 CD4 T cells CD4 T cells 0.6531262 0.4892683 0.9820027 0.9820027 5223 738262 0.0070747 5129 5354 94 727685
dataset_name-Samusik_seed-42 cygate num-5 run0 4 CD8 T cells CD8 T cells 0.7847773 0.6476094 0.9956657 0.9956657 11536 738262 0.0156259 11486 6250 50 720476
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 0.1145684 0.0616203 0.8140590 0.8140590 441 738262 0.0005973 359 5467 82 732354
dataset_name-Samusik_seed-42 cygate num-5 run0 6 CMP CMP 0.3475472 0.2103941 0.9983740 0.9983740 1845 738262 0.0024991 1842 6913 3 729504
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 0.8260952 0.7057686 0.9958835 0.9958835 87938 738262 0.1191149 87576 36510 362 613814
dataset_name-Samusik_seed-42 cygate num-5 run0 8 Eosinophils Eosinophils 0.8634609 0.8273747 0.9028384 0.9028384 48548 738262 0.0657599 43831 9145 4717 680569
dataset_name-Samusik_seed-42 cygate num-5 run0 9 GMP GMP 0.5242050 0.3569612 0.9863140 0.9863140 5407 738262 0.0073240 5333 9607 74 723248
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC NA 0.0000000 0.0000000 0.0000000 27 738262 0.0000366 0 470 27 737765
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7821850 0.6433604 0.9974057 0.9974057 45869 738262 0.0621311 45750 25361 119 667032
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9241386 0.8589755 1.0000000 1.0000000 106062 738262 0.1436644 106062 17413 0 614787
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5102239 0.3437000 0.9897721 0.9897721 18870 738262 0.0255600 18677 35664 193 683728
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.8361134 0.7194892 0.9978596 0.9978596 71481 738262 0.0968233 71328 27809 153 638972
dataset_name-Samusik_seed-42 cygate num-5 run0 15 MEP MEP 0.6840023 0.5222834 0.9907881 0.9907881 4885 738262 0.0066169 4840 4427 45 728950
dataset_name-Samusik_seed-42 cygate num-5 run0 16 MPP MPP 0.3945055 0.2491325 0.9472296 0.9472296 1137 738262 0.0015401 1077 3246 60 733879
dataset_name-Samusik_seed-42 cygate num-5 run0 17 Macrophages Macrophages 0.4665713 0.3148020 0.9009080 0.9009080 2533 738262 0.0034310 2282 4967 251 730762
dataset_name-Samusik_seed-42 cygate num-5 run0 18 NK cells NK cells 0.5131732 0.3575864 0.9084362 0.9084362 2916 738262 0.0039498 2649 4759 267 730587
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 0.6716494 0.5517501 0.8581265 0.8581265 7697 738262 0.0104258 6605 5366 1092 725199
dataset_name-Samusik_seed-42 cygate num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8646849 0.7876682 0.9583948 0.9583948 7451 738262 0.0100926 7141 1925 310 728886
dataset_name-Samusik_seed-42 cygate num-5 run0 21 Plasma Cells Plasma Cells 0.8294879 0.7410759 0.9418530 0.9418530 1565 738262 0.0021198 1474 515 91 736182
dataset_name-Samusik_seed-42 cygate num-5 run0 22 gd T cells gd T cells 0.2915506 0.1736726 0.9075145 0.9075145 346 738262 0.0004687 314 1494 32 736422
dataset_name-Samusik_seed-42 cygate num-5 run0 23 mDCs mDCs 0.6503948 0.5022173 0.9226069 0.9226069 982 738262 0.0013302 906 898 76 736382
dataset_name-Samusik_seed-42 cygate num-5 run0 24 pDCs pDCs 0.9422836 0.9163394 0.9697398 0.9697398 24058 738262 0.0325873 23330 2130 728 712074
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 0.3941211 0.9954311 0.2457007 0.2457007 274000 738262 0.3711420 67322 309 206678 463953
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5623423 0.7779330 0.4403162 0.4403162 3795 755903 0.0050205 1671 477 2124 751631
dataset_name-Samusik_seed-42 dgcytof num-1 run0 2 Basophils Basophils 0.7879558 0.7369297 0.8465738 0.8465738 3663 755903 0.0048459 3101 1107 562 751133
dataset_name-Samusik_seed-42 dgcytof num-1 run0 3 CD4 T cells CD4 T cells 0.7942657 0.8927429 0.7153558 0.7153558 5073 755903 0.0067112 3629 436 1444 750394
dataset_name-Samusik_seed-42 dgcytof num-1 run0 4 CD8 T cells CD8 T cells 0.9034689 0.9098649 0.8971621 0.8971621 10959 755903 0.0144979 9832 974 1127 743970
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 0.2980769 0.4894737 0.2142857 0.2142857 434 755903 0.0005741 93 97 341 755372
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 0.4441198 0.6988506 0.3254818 0.3254818 1868 755903 0.0024712 608 262 1260 753773
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 0.9320206 0.9108153 0.9542368 0.9542368 90575 755903 0.1198236 86430 8463 4145 656865
dataset_name-Samusik_seed-42 dgcytof num-1 run0 8 Eosinophils Eosinophils 0.9420791 0.9541547 0.9303054 0.9303054 47249 755903 0.0625067 43956 2112 3293 706542
dataset_name-Samusik_seed-42 dgcytof num-1 run0 9 GMP GMP 0.7067527 0.6861533 0.7286272 0.7286272 5638 755903 0.0074586 4108 1879 1530 748386
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 0.1500000 0.2142857 0.1153846 0.1153846 26 755903 0.0000344 3 11 23 755866
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9077989 0.8896517 0.9267018 0.9267018 43630 755903 0.0577190 40432 5015 3198 707258
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9650063 0.9373489 0.9943454 0.9943454 102572 755903 0.1356947 101992 6817 580 646514
dataset_name-Samusik_seed-42 dgcytof num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8385170 0.7738943 0.9149156 0.9149156 18417 755903 0.0243642 16850 4923 1567 732563
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9302685 0.9080844 0.9535636 0.9535636 75695 755903 0.1001385 72180 7306 3515 672902
dataset_name-Samusik_seed-42 dgcytof num-1 run0 15 MEP MEP 0.7203692 0.6354279 0.8315239 0.8315239 4974 755903 0.0065802 4136 2373 838 748556
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 0.5009186 0.7988281 0.3648528 0.3648528 1121 755903 0.0014830 409 103 712 754679
dataset_name-Samusik_seed-42 dgcytof num-1 run0 17 Macrophages Macrophages 0.5767292 0.6158484 0.5422829 0.5422829 2637 755903 0.0034885 1430 892 1207 752374
dataset_name-Samusik_seed-42 dgcytof num-1 run0 18 NK cells NK cells 0.7188309 0.8346220 0.6312541 0.6312541 3078 755903 0.0040720 1943 385 1135 752440
dataset_name-Samusik_seed-42 dgcytof num-1 run0 19 NKT cells NKT cells 0.8817743 0.8268592 0.9445026 0.9445026 7640 755903 0.0101071 7216 1511 424 746752
dataset_name-Samusik_seed-42 dgcytof num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9042044 0.8543055 0.9602939 0.9602939 7077 755903 0.0093623 6796 1159 281 747667
dataset_name-Samusik_seed-42 dgcytof num-1 run0 21 Plasma Cells Plasma Cells 0.8349637 0.8299875 0.8400000 0.8400000 1575 755903 0.0020836 1323 271 252 754057
dataset_name-Samusik_seed-42 dgcytof num-1 run0 22 gd T cells gd T cells 0.6710963 0.7984190 0.5787966 0.5787966 349 755903 0.0004617 202 51 147 755503
dataset_name-Samusik_seed-42 dgcytof num-1 run0 23 mDCs mDCs 0.2558528 0.7083333 0.1561224 0.1561224 980 755903 0.0012965 153 63 827 754860
dataset_name-Samusik_seed-42 dgcytof num-1 run0 24 pDCs pDCs 0.9644543 0.9477578 0.9817497 0.9817497 23616 755903 0.0312421 23185 1278 431 731009
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 0.8631098 0.8896692 0.8380902 0.8380902 293262 755903 0.3879625 245780 30480 47482 432161
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.4735214 0.7515887 0.3456429 0.3456429 3764 760931 0.0049466 1301 430 2463 756737
dataset_name-Samusik_seed-42 dgcytof num-2 run0 2 Basophils Basophils 0.7612457 0.8041958 0.7226507 0.7226507 3501 760931 0.0046009 2530 616 971 756814
dataset_name-Samusik_seed-42 dgcytof num-2 run0 3 CD4 T cells CD4 T cells 0.7841756 0.7774451 0.7910236 0.7910236 4924 760931 0.0064710 3895 1115 1029 754892
dataset_name-Samusik_seed-42 dgcytof num-2 run0 4 CD8 T cells CD8 T cells 0.8930449 0.8409349 0.9520397 0.9520397 10884 760931 0.0143035 10362 1960 522 748087
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 0.0291060 0.2000000 0.0156951 0.0156951 446 760931 0.0005861 7 28 439 760457
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 0.5794966 0.6528354 0.5209713 0.5209713 1812 760931 0.0023813 944 502 868 758617
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 0.9213846 0.8677558 0.9820788 0.9820788 89726 760931 0.1179161 88118 13429 1608 657776
dataset_name-Samusik_seed-42 dgcytof num-2 run0 8 Eosinophils Eosinophils 0.9334297 0.8956412 0.9745474 0.9745474 45732 760931 0.0601001 44568 5193 1164 710006
dataset_name-Samusik_seed-42 dgcytof num-2 run0 9 GMP GMP 0.7157523 0.6465491 0.8015454 0.8015454 5306 760931 0.0069730 4253 2325 1053 753300
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 0.0588235 0.1250000 0.0384615 0.0384615 26 760931 0.0000342 1 7 25 760898
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8770871 0.8423810 0.9147759 0.9147759 44647 760931 0.0586742 40842 7642 3805 708642
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9583273 0.9415614 0.9757011 0.9757011 105437 760931 0.1385632 102875 6385 2562 649109
dataset_name-Samusik_seed-42 dgcytof num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8437967 0.8187890 0.8703800 0.8703800 19156 760931 0.0251744 16673 3690 2483 738085
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9225174 0.9145901 0.9305834 0.9305834 75371 760931 0.0990510 70139 6550 5232 679010
dataset_name-Samusik_seed-42 dgcytof num-2 run0 15 MEP MEP 0.6641341 0.7139082 0.6208481 0.6208481 4787 760931 0.0062910 2972 1191 1815 754953
dataset_name-Samusik_seed-42 dgcytof num-2 run0 16 MPP MPP 0.5945355 0.7452055 0.4945455 0.4945455 1100 760931 0.0014456 544 186 556 759645
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 0.4747027 0.6005900 0.3924441 0.3924441 2594 760931 0.0034090 1018 677 1576 757660
dataset_name-Samusik_seed-42 dgcytof num-2 run0 18 NK cells NK cells 0.7832512 0.7504720 0.8190247 0.8190247 2912 760931 0.0038269 2385 793 527 757226
dataset_name-Samusik_seed-42 dgcytof num-2 run0 19 NKT cells NKT cells 0.8737932 0.9265579 0.8267143 0.8267143 7554 760931 0.0099273 6245 495 1309 752882
dataset_name-Samusik_seed-42 dgcytof num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8899346 0.8291317 0.9603611 0.9603611 7089 760931 0.0093162 6808 1403 281 752439
dataset_name-Samusik_seed-42 dgcytof num-2 run0 21 Plasma Cells Plasma Cells 0.7413672 0.8136118 0.6809061 0.6809061 1545 760931 0.0020304 1052 241 493 759145
dataset_name-Samusik_seed-42 dgcytof num-2 run0 22 gd T cells gd T cells 0.6030664 0.7375000 0.5100865 0.5100865 347 760931 0.0004560 177 63 170 760521
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 0.6338747 0.5857633 0.6905966 0.6905966 989 760931 0.0012997 683 483 306 759459
dataset_name-Samusik_seed-42 dgcytof num-2 run0 24 pDCs pDCs 0.9644418 0.9522001 0.9770022 0.9770022 23611 760931 0.0310291 23068 1158 543 736162
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 0.8476883 0.8861452 0.8124305 0.8124305 297671 760931 0.3911932 241837 31072 55834 432188
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.4809240 0.7561915 0.3525789 0.3525789 3897 757088 0.0051474 1374 443 2523 752748
dataset_name-Samusik_seed-42 dgcytof num-3 run0 2 Basophils Basophils 0.7916721 0.7588002 0.8275210 0.8275210 3699 757088 0.0048858 3061 973 638 752416
dataset_name-Samusik_seed-42 dgcytof num-3 run0 3 CD4 T cells CD4 T cells 0.8152036 0.7527996 0.8888889 0.8888889 5067 757088 0.0066927 4504 1479 563 750542
dataset_name-Samusik_seed-42 dgcytof num-3 run0 4 CD8 T cells CD8 T cells 0.8975469 0.8523295 0.9478308 0.9478308 11156 757088 0.0147354 10574 1832 582 744100
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 0.3201094 0.3861386 0.2733645 0.2733645 428 757088 0.0005653 117 186 311 756474
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 0.5503497 0.7730845 0.4272530 0.4272530 1842 757088 0.0024330 787 231 1055 755015
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 0.9360216 0.8991870 0.9760029 0.9760029 87594 757088 0.1156986 85492 9585 2102 659909
dataset_name-Samusik_seed-42 dgcytof num-3 run0 8 Eosinophils Eosinophils 0.9458070 0.9282799 0.9640086 0.9640086 48845 757088 0.0645169 47087 3638 1758 704605
dataset_name-Samusik_seed-42 dgcytof num-3 run0 9 GMP GMP 0.6410883 0.7654822 0.5514719 0.5514719 5469 757088 0.0072237 3016 924 2453 750695
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC NA NA 0.0000000 0.0000000 28 757088 0.0000370 0 0 28 757060
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9086967 0.8784448 0.9411065 0.9411065 45421 757088 0.0599943 42746 5915 2675 705752
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9677241 0.9529577 0.9829554 0.9829554 99973 757088 0.1320494 98269 4851 1704 652264
dataset_name-Samusik_seed-42 dgcytof num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8514327 0.8097460 0.8976446 0.8976446 19530 757088 0.0257962 17531 4119 1999 733439
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9332293 0.9186665 0.9482611 0.9482611 73755 757088 0.0974193 69939 6192 3816 677141
dataset_name-Samusik_seed-42 dgcytof num-3 run0 15 MEP MEP 0.6918593 0.6924160 0.6913035 0.6913035 4979 757088 0.0065765 3442 1529 1537 750580
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 0.5898096 0.6962333 0.5116071 0.5116071 1120 757088 0.0014794 573 250 547 755718
dataset_name-Samusik_seed-42 dgcytof num-3 run0 17 Macrophages Macrophages 0.6583362 0.6133971 0.7103805 0.7103805 2707 757088 0.0035755 1923 1212 784 753169
dataset_name-Samusik_seed-42 dgcytof num-3 run0 18 NK cells NK cells 0.7602513 0.7673565 0.7532765 0.7532765 3052 757088 0.0040312 2299 697 753 753339
dataset_name-Samusik_seed-42 dgcytof num-3 run0 19 NKT cells NKT cells 0.8799585 0.8751934 0.8847758 0.8847758 7672 757088 0.0101336 6788 968 884 748448
dataset_name-Samusik_seed-42 dgcytof num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.9042900 0.8399852 0.9792567 0.9792567 6942 757088 0.0091693 6798 1295 144 748851
dataset_name-Samusik_seed-42 dgcytof num-3 run0 21 Plasma Cells Plasma Cells 0.8731672 0.8074576 0.9505188 0.9505188 1253 757088 0.0016550 1191 284 62 755551
dataset_name-Samusik_seed-42 dgcytof num-3 run0 22 gd T cells gd T cells 0.6503597 0.6647059 0.6366197 0.6366197 355 757088 0.0004689 226 114 129 756619
dataset_name-Samusik_seed-42 dgcytof num-3 run0 23 mDCs mDCs 0.6434286 0.7236504 0.5792181 0.5792181 972 757088 0.0012839 563 215 409 755901
dataset_name-Samusik_seed-42 dgcytof num-3 run0 24 pDCs pDCs 0.9649418 0.9550266 0.9750652 0.9750652 23782 757088 0.0314125 23189 1092 593 732214
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 0.8692510 0.9005278 0.8400739 0.8400739 297550 757088 0.3930190 249964 27611 47586 431927
dataset_name-Samusik_seed-42 dgcytof num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.6226616 0.7274343 0.5442701 0.5442701 3761 758138 0.0049608 2047 767 1714 753610
dataset_name-Samusik_seed-42 dgcytof num-4 run0 2 Basophils Basophils 0.7982200 0.8030218 0.7934753 0.7934753 3617 758138 0.0047709 2870 704 747 753817
dataset_name-Samusik_seed-42 dgcytof num-4 run0 3 CD4 T cells CD4 T cells 0.7693103 0.8159684 0.7276995 0.7276995 5112 758138 0.0067428 3720 839 1392 752187
dataset_name-Samusik_seed-42 dgcytof num-4 run0 4 CD8 T cells CD8 T cells 0.9077161 0.8552310 0.9670643 0.9670643 11234 758138 0.0148179 10864 1839 370 745065
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 0.1675579 0.3700787 0.1082949 0.1082949 434 758138 0.0005725 47 80 387 757624
dataset_name-Samusik_seed-42 dgcytof num-4 run0 6 CMP CMP 0.5028571 0.7295337 0.3836512 0.3836512 1835 758138 0.0024204 704 261 1131 756042
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 0.9281991 0.9218572 0.9346288 0.9346288 88204 758138 0.1163429 82438 6988 5766 662946
dataset_name-Samusik_seed-42 dgcytof num-4 run0 8 Eosinophils Eosinophils 0.9376169 0.9071907 0.9701548 0.9701548 48584 758138 0.0640833 47134 4822 1450 704732
dataset_name-Samusik_seed-42 dgcytof num-4 run0 9 GMP GMP 0.7158344 0.6901988 0.7434478 0.7434478 5418 758138 0.0071465 4028 1808 1390 750912
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 0.1875000 0.3750000 0.1250000 0.1250000 24 758138 0.0000317 3 5 21 758109
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8983856 0.8522370 0.9498182 0.9498182 44000 758138 0.0580369 41792 7246 2208 706892
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9666476 0.9706177 0.9627099 0.9627099 102735 758138 0.1355096 98904 2994 3831 652409
dataset_name-Samusik_seed-42 dgcytof num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8410564 0.8447218 0.8374227 0.8374227 18748 758138 0.0247290 15700 2886 3048 736504
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9305691 0.9123884 0.9494891 0.9494891 75449 758138 0.0995188 71638 6879 3811 675810
dataset_name-Samusik_seed-42 dgcytof num-4 run0 15 MEP MEP 0.7341683 0.6416105 0.8579324 0.8579324 4885 758138 0.0064434 4191 2341 694 750912
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 0.5665753 0.7385714 0.4595556 0.4595556 1125 758138 0.0014839 517 183 608 756830
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 0.3522476 0.5045742 0.2705660 0.2705660 2650 758138 0.0034954 717 704 1933 754784
dataset_name-Samusik_seed-42 dgcytof num-4 run0 18 NK cells NK cells 0.8059275 0.8032028 0.8086707 0.8086707 2791 758138 0.0036814 2257 553 534 754794
dataset_name-Samusik_seed-42 dgcytof num-4 run0 19 NKT cells NKT cells 0.8892508 0.9144452 0.8654075 0.8654075 7571 758138 0.0099863 6552 613 1019 749954
dataset_name-Samusik_seed-42 dgcytof num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8845190 0.7996829 0.9894914 0.9894914 7137 758138 0.0094139 7062 1769 75 749232
dataset_name-Samusik_seed-42 dgcytof num-4 run0 21 Plasma Cells Plasma Cells 0.7964476 0.8511769 0.7483311 0.7483311 1498 758138 0.0019759 1121 196 377 756444
dataset_name-Samusik_seed-42 dgcytof num-4 run0 22 gd T cells gd T cells 0.6123077 0.6885813 0.5512465 0.5512465 361 758138 0.0004762 199 90 162 757687
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 0.6677282 0.6770721 0.6586387 0.6586387 955 758138 0.0012597 629 300 326 756883
dataset_name-Samusik_seed-42 dgcytof num-4 run0 24 pDCs pDCs 0.9579429 0.9436723 0.9726517 0.9726517 23804 758138 0.0313980 23153 1382 651 732952
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 0.8633272 0.8825114 0.8449593 0.8449593 296206 758138 0.3907020 250282 33320 45924 428612
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5609074 0.7535336 0.4467138 0.4467138 3819 764362 0.0049963 1706 558 2113 759985
dataset_name-Samusik_seed-42 dgcytof num-5 run0 2 Basophils Basophils 0.7948394 0.8106407 0.7796424 0.7796424 3635 764362 0.0047556 2834 662 801 760065
dataset_name-Samusik_seed-42 dgcytof num-5 run0 3 CD4 T cells CD4 T cells 0.7823771 0.6761506 0.9282022 0.9282022 5223 764362 0.0068331 4848 2322 375 756817
dataset_name-Samusik_seed-42 dgcytof num-5 run0 4 CD8 T cells CD8 T cells 0.8978525 0.9025309 0.8932224 0.8932224 11538 764362 0.0150949 10306 1113 1232 751711
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 0.1391650 0.5645161 0.0793651 0.0793651 441 764362 0.0005770 35 27 406 763894
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 0.4818556 0.7777778 0.3490515 0.3490515 1845 764362 0.0024138 644 184 1201 762333
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 0.9432725 0.9224789 0.9650251 0.9650251 89264 764362 0.1167824 86142 7239 3122 667859
dataset_name-Samusik_seed-42 dgcytof num-5 run0 8 Eosinophils Eosinophils 0.9452446 0.9262216 0.9650654 0.9650654 48691 764362 0.0637015 46990 3743 1701 711928
dataset_name-Samusik_seed-42 dgcytof num-5 run0 9 GMP GMP 0.7148630 0.6948324 0.7360829 0.7360829 5407 764362 0.0070739 3980 1748 1427 757207
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 764362 0.0000353 0 0 27 764335
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8989606 0.8857034 0.9126207 0.9126207 45869 764362 0.0600095 41861 5402 4008 713091
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9658521 0.9595717 0.9722152 0.9722152 106101 764362 0.1388099 103153 4346 2948 653915
dataset_name-Samusik_seed-42 dgcytof num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8446623 0.8687955 0.8218336 0.8218336 18870 764362 0.0246873 15508 2342 3362 743150
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.9292339 0.8824570 0.9812475 0.9812475 74230 764362 0.0971137 72838 9702 1392 680430
dataset_name-Samusik_seed-42 dgcytof num-5 run0 15 MEP MEP 0.7224627 0.6814882 0.7686796 0.7686796 4885 764362 0.0063910 3755 1755 1130 757722
dataset_name-Samusik_seed-42 dgcytof num-5 run0 16 MPP MPP 0.5473465 0.6700637 0.4626209 0.4626209 1137 764362 0.0014875 526 259 611 762966
dataset_name-Samusik_seed-42 dgcytof num-5 run0 17 Macrophages Macrophages 0.6427276 0.5956303 0.6979126 0.6979126 2539 764362 0.0033217 1772 1203 767 760620
dataset_name-Samusik_seed-42 dgcytof num-5 run0 18 NK cells NK cells 0.7703613 0.6957965 0.8628258 0.8628258 2916 764362 0.0038149 2516 1100 400 760346
dataset_name-Samusik_seed-42 dgcytof num-5 run0 19 NKT cells NKT cells 0.8699221 0.9362180 0.8123944 0.8123944 7697 764362 0.0100698 6253 426 1444 756239
dataset_name-Samusik_seed-42 dgcytof num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.8965737 0.8547445 0.9427076 0.9427076 7453 764362 0.0097506 7026 1194 427 755715
dataset_name-Samusik_seed-42 dgcytof num-5 run0 21 Plasma Cells Plasma Cells 0.7689690 0.8224163 0.7220447 0.7220447 1565 764362 0.0020475 1130 244 435 762553
dataset_name-Samusik_seed-42 dgcytof num-5 run0 22 gd T cells gd T cells 0.6360424 0.8181818 0.5202312 0.5202312 346 764362 0.0004527 180 40 166 763976
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 0.6380441 0.7776163 0.5409505 0.5409505 989 764362 0.0012939 535 153 454 763220
dataset_name-Samusik_seed-42 dgcytof num-5 run0 24 pDCs pDCs 0.9519866 0.9260424 0.9794264 0.9794264 24060 764362 0.0314772 23565 1882 495 738420
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 0.8662465 0.8929849 0.8410628 0.8410628 295815 764362 0.3870090 248799 29816 47016 438731
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0131990 0.0477387 0.0076582 0.0076582 2481 574278 0.0043202 19 379 2462 571418
dataset_name-Samusik_seed-42 lda num-1 run0 2 Basophils Basophils 0.6120097 0.4977473 0.7943630 0.7943630 3477 574278 0.0060546 2762 2787 715 568014
dataset_name-Samusik_seed-42 lda num-1 run0 3 CD4 T cells CD4 T cells 0.6522185 0.5124252 0.8968989 0.8968989 4966 574278 0.0086474 4454 4238 512 565074
dataset_name-Samusik_seed-42 lda num-1 run0 4 CD8 T cells CD8 T cells 0.7941870 0.7325425 0.8671597 0.8671597 10682 574278 0.0186007 9263 3382 1419 560214
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 0.1009174 0.0598151 0.3225806 0.3225806 341 574278 0.0005938 110 1729 231 572208
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 0.2067562 0.1460190 0.3540070 0.3540070 1435 574278 0.0024988 508 2971 927 569872
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 0.6102358 0.6062087 0.6143168 0.6143168 53308 574278 0.0928261 32748 21273 20560 499697
dataset_name-Samusik_seed-42 lda num-1 run0 8 Eosinophils Eosinophils 0.8314944 0.8473954 0.8161792 0.8161792 40719 574278 0.0709047 33234 5985 7485 527574
dataset_name-Samusik_seed-42 lda num-1 run0 9 GMP GMP 0.4359525 0.3365374 0.6187284 0.6187284 4923 574278 0.0085725 3046 6005 1877 563350
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 0.0222222 0.0121457 0.1304348 0.1304348 23 574278 0.0000401 3 244 20 574011
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4138583 0.4794407 0.3640590 0.3640590 17423 574278 0.0303390 6343 6887 11080 549968
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9451103 0.9324058 0.9581659 0.9581659 87847 574278 0.1529695 84172 6102 3675 480329
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1391971 0.2502200 0.0964169 0.0964169 8847 574278 0.0154054 853 2556 7994 562875
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7927286 0.7177499 0.8851999 0.8851999 59486 574278 0.1035840 52657 20707 6829 494085
dataset_name-Samusik_seed-42 lda num-1 run0 15 MEP MEP 0.4473095 0.3543731 0.6063206 0.6063206 4778 574278 0.0083200 2897 5278 1881 564222
dataset_name-Samusik_seed-42 lda num-1 run0 16 MPP MPP 0.1731343 0.1076528 0.4419695 0.4419695 853 574278 0.0014853 377 3125 476 570300
dataset_name-Samusik_seed-42 lda num-1 run0 17 Macrophages Macrophages 0.5406068 0.4376085 0.7070140 0.7070140 2495 574278 0.0043446 1764 2267 731 569516
dataset_name-Samusik_seed-42 lda num-1 run0 18 NK cells NK cells 0.4605515 0.3188387 0.8290245 0.8290245 2901 574278 0.0050516 2405 5138 496 566239
dataset_name-Samusik_seed-42 lda num-1 run0 19 NKT cells NKT cells 0.5975401 0.4898729 0.7658670 0.7658670 7295 574278 0.0127029 5587 5818 1708 561165
dataset_name-Samusik_seed-42 lda num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7933602 0.7295226 0.8694415 0.8694415 6679 574278 0.0116303 5807 2153 872 565446
dataset_name-Samusik_seed-42 lda num-1 run0 21 Plasma Cells Plasma Cells 0.8975781 0.8291105 0.9783715 0.9783715 1572 574278 0.0027374 1538 317 34 572389
dataset_name-Samusik_seed-42 lda num-1 run0 22 gd T cells gd T cells 0.3351469 0.2060201 0.8979592 0.8979592 343 574278 0.0005973 308 1187 35 572748
dataset_name-Samusik_seed-42 lda num-1 run0 23 mDCs mDCs 0.5921514 0.4485138 0.8711340 0.8711340 970 574278 0.0016891 845 1039 125 572269
dataset_name-Samusik_seed-42 lda num-1 run0 24 pDCs pDCs 0.8561843 0.9248353 0.7970211 0.7970211 22894 574278 0.0398657 18247 1483 4647 549901
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 0.6229535 0.6819966 0.5733190 0.5733190 227540 574278 0.3962193 130453 60828 97087 285910
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0258752 0.0402844 0.0190583 0.0190583 1784 538304 0.0033141 34 810 1750 535710
dataset_name-Samusik_seed-42 lda num-2 run0 2 Basophils Basophils 0.5379589 0.5447385 0.5313460 0.5313460 3254 538304 0.0060449 1729 1445 1525 533605
dataset_name-Samusik_seed-42 lda num-2 run0 3 CD4 T cells CD4 T cells 0.6473312 0.5264966 0.8401518 0.8401518 4742 538304 0.0088091 3984 3583 758 529979
dataset_name-Samusik_seed-42 lda num-2 run0 4 CD8 T cells CD8 T cells 0.7569530 0.7454275 0.7688404 0.7688404 10443 538304 0.0193998 8029 2742 2414 525119
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 0.0660823 0.0425347 0.1480363 0.1480363 331 538304 0.0006149 49 1103 282 536870
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 0.1521989 0.1454678 0.1595830 0.1595830 1247 538304 0.0023165 199 1169 1048 535888
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 0.3754071 0.5685711 0.2802098 0.2802098 52243 538304 0.0970511 14639 11108 37604 474953
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 0.8275062 0.8280027 0.8270103 0.8270103 38378 538304 0.0712943 31739 6593 6639 493333
dataset_name-Samusik_seed-42 lda num-2 run0 9 GMP GMP 0.2784735 0.3466964 0.2326856 0.2326856 4014 538304 0.0074568 934 1760 3080 532530
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 0.0246914 0.0147059 0.0769231 0.0769231 26 538304 0.0000483 2 134 24 538144
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4915638 0.4465116 0.5467277 0.5467277 10711 538304 0.0198977 5856 7259 4855 520334
dataset_name-Samusik_seed-42 lda num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9425155 0.9390445 0.9460124 0.9460124 85038 538304 0.1579739 80447 5222 4591 448044
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1307118 0.2770062 0.0855373 0.0855373 4197 538304 0.0077967 359 937 3838 533170
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.6351969 0.7458293 0.5531461 0.5531461 53908 538304 0.1001442 29819 10162 24089 474234
dataset_name-Samusik_seed-42 lda num-2 run0 15 MEP MEP 0.4315507 0.4069315 0.4593407 0.4593407 4550 538304 0.0084525 2090 3046 2460 530708
dataset_name-Samusik_seed-42 lda num-2 run0 16 MPP MPP 0.1525862 0.0919719 0.4475348 0.4475348 791 538304 0.0014694 354 3495 437 534018
dataset_name-Samusik_seed-42 lda num-2 run0 17 Macrophages Macrophages 0.5698876 0.4414017 0.8038884 0.8038884 2366 538304 0.0043953 1902 2407 464 533531
dataset_name-Samusik_seed-42 lda num-2 run0 18 NK cells NK cells 0.4332404 0.3119679 0.7087591 0.7087591 2740 538304 0.0050901 1942 4283 798 531281
dataset_name-Samusik_seed-42 lda num-2 run0 19 NKT cells NKT cells 0.5914707 0.4953271 0.7339268 0.7339268 7077 538304 0.0131468 5194 5292 1883 525935
dataset_name-Samusik_seed-42 lda num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7676538 0.7051077 0.8423761 0.8423761 6801 538304 0.0126341 5729 2396 1072 529107
dataset_name-Samusik_seed-42 lda num-2 run0 21 Plasma Cells Plasma Cells 0.8817811 0.8510896 0.9147690 0.9147690 1537 538304 0.0028553 1406 246 131 536521
dataset_name-Samusik_seed-42 lda num-2 run0 22 gd T cells gd T cells 0.3546548 0.2248996 0.8383234 0.8383234 334 538304 0.0006205 280 965 54 537005
dataset_name-Samusik_seed-42 lda num-2 run0 23 mDCs mDCs 0.6252033 0.5164540 0.7919670 0.7919670 971 538304 0.0018038 769 720 202 536613
dataset_name-Samusik_seed-42 lda num-2 run0 24 pDCs pDCs 0.8411980 0.9308397 0.7673050 0.7673050 22768 538304 0.0422958 17470 1298 5298 514238
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 0.6524102 0.6163255 0.6929829 0.6929829 218053 538304 0.4050741 151107 94067 66946 226184
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0264286 0.0471338 0.0183623 0.0183623 2015 529381 0.0038063 37 748 1978 526618
dataset_name-Samusik_seed-42 lda num-3 run0 2 Basophils Basophils 0.6115352 0.4887307 0.8167658 0.8167658 3531 529381 0.0066701 2884 3017 647 522833
dataset_name-Samusik_seed-42 lda num-3 run0 3 CD4 T cells CD4 T cells 0.6493683 0.5181697 0.8695300 0.8695300 4936 529381 0.0093241 4292 3991 644 520454
dataset_name-Samusik_seed-42 lda num-3 run0 4 CD8 T cells CD8 T cells 0.7946207 0.7162528 0.8922445 0.8922445 10960 529381 0.0207034 9779 3874 1181 514547
dataset_name-Samusik_seed-42 lda num-3 run0 5 CLP CLP 0.0786298 0.0450491 0.3088685 0.3088685 327 529381 0.0006177 101 2141 226 526913
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 0.1791701 0.1452763 0.2336918 0.2336918 1395 529381 0.0026352 326 1918 1069 526068
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 0.5231060 0.6221222 0.4512808 0.4512808 39820 529381 0.0752199 17970 10915 21850 478646
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 0.8280693 0.8412491 0.8152961 0.8152961 42560 529381 0.0803958 34699 6548 7861 480273
dataset_name-Samusik_seed-42 lda num-3 run0 9 GMP GMP 0.3921442 0.3088086 0.5370821 0.5370821 4517 529381 0.0085326 2426 5430 2091 519434
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 0.0168067 0.0093458 0.0833333 0.0833333 24 529381 0.0000453 2 212 22 529145
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.3132036 0.5480303 0.2192547 0.2192547 12880 529381 0.0243303 2824 2329 10056 514172
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9557961 0.9320904 0.9807391 0.9807391 84264 529381 0.1591746 82641 6021 1623 439096
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1919690 0.2283201 0.1656032 0.1656032 6582 529381 0.0124334 1090 3684 5492 519115
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7883594 0.7152614 0.8780990 0.8780990 52477 529381 0.0991290 46080 18344 6397 458560
dataset_name-Samusik_seed-42 lda num-3 run0 15 MEP MEP 0.4425730 0.3597132 0.5750313 0.5750313 4798 529381 0.0090634 2759 4911 2039 519672
dataset_name-Samusik_seed-42 lda num-3 run0 16 MPP MPP 0.1450597 0.0888534 0.3947991 0.3947991 846 529381 0.0015981 334 3425 512 525110
dataset_name-Samusik_seed-42 lda num-3 run0 17 Macrophages Macrophages 0.5863289 0.4201832 0.9697999 0.9697999 2649 529381 0.0050040 2569 3545 80 523187
dataset_name-Samusik_seed-42 lda num-3 run0 18 NK cells NK cells 0.4445938 0.3071106 0.8049374 0.8049374 2876 529381 0.0054328 2315 5223 561 521282
dataset_name-Samusik_seed-42 lda num-3 run0 19 NKT cells NKT cells 0.6009906 0.5035507 0.7451890 0.7451890 7327 529381 0.0138407 5460 5383 1867 516671
dataset_name-Samusik_seed-42 lda num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7768634 0.7607314 0.7936944 0.7936944 6185 529381 0.0116835 4909 1544 1276 521652
dataset_name-Samusik_seed-42 lda num-3 run0 21 Plasma Cells Plasma Cells 0.8988095 0.8365651 0.9710611 0.9710611 1244 529381 0.0023499 1208 236 36 527901
dataset_name-Samusik_seed-42 lda num-3 run0 22 gd T cells gd T cells 0.3956229 0.2771226 0.6911765 0.6911765 340 529381 0.0006423 235 613 105 528428
dataset_name-Samusik_seed-42 lda num-3 run0 23 mDCs mDCs 0.6163575 0.5104749 0.7776596 0.7776596 940 529381 0.0017757 731 701 209 527740
dataset_name-Samusik_seed-42 lda num-3 run0 24 pDCs pDCs 0.8293791 0.9330289 0.7464556 0.7464556 22994 529381 0.0434356 17164 1232 5830 505155
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 0.6433679 0.6810680 0.6096226 0.6096226 212894 529381 0.4021565 129785 60776 83109 255711
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0162933 0.0449438 0.0099502 0.0099502 1608 507040 0.0031713 16 340 1592 505092
dataset_name-Samusik_seed-42 lda num-4 run0 2 Basophils Basophils 0.5822002 0.5073244 0.6830046 0.6830046 3448 507040 0.0068003 2355 2287 1093 501305
dataset_name-Samusik_seed-42 lda num-4 run0 3 CD4 T cells CD4 T cells 0.6494499 0.5273695 0.8450761 0.8450761 4925 507040 0.0097132 4162 3730 763 498385
dataset_name-Samusik_seed-42 lda num-4 run0 4 CD8 T cells CD8 T cells 0.7813895 0.7259427 0.8460066 0.8460066 10968 507040 0.0216314 9279 3503 1689 492569
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 0.0956522 0.0567010 0.3055556 0.3055556 324 507040 0.0006390 99 1647 225 505069
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 0.1927835 0.1468971 0.2803598 0.2803598 1334 507040 0.0026310 374 2172 960 503534
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 0.5470521 0.6092146 0.4964008 0.4964008 41954 507040 0.0827430 20826 13359 21128 451727
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 0.8312166 0.8362892 0.8262052 0.8262052 41549 507040 0.0819442 34328 6720 7221 458771
dataset_name-Samusik_seed-42 lda num-4 run0 9 GMP GMP 0.4149735 0.3598334 0.4900709 0.4900709 4230 507040 0.0083425 2073 3688 2157 499122
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 0.0158311 0.0084270 0.1304348 0.1304348 23 507040 0.0000454 3 353 20 506664
dataset_name-Samusik_seed-42 lda num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4474796 0.4837129 0.4162963 0.4162963 8775 507040 0.0173063 3653 3899 5122 494366
dataset_name-Samusik_seed-42 lda num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9500739 0.9424348 0.9578379 0.9578379 79479 507040 0.1567509 76128 4650 3351 422911
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1652248 0.2547071 0.1222696 0.1222696 3983 507040 0.0078554 487 1425 3496 501632
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7200777 0.7192748 0.7208823 0.7208823 51455 507040 0.1014811 37093 14477 14362 441108
dataset_name-Samusik_seed-42 lda num-4 run0 15 MEP MEP 0.4578685 0.3925960 0.5491732 0.5491732 4596 507040 0.0090644 2524 3905 2072 498539
dataset_name-Samusik_seed-42 lda num-4 run0 16 MPP MPP 0.1479895 0.0912827 0.3907035 0.3907035 796 507040 0.0015699 311 3096 485 503148
dataset_name-Samusik_seed-42 lda num-4 run0 17 Macrophages Macrophages 0.5859807 0.4300547 0.9192897 0.9192897 2478 507040 0.0048872 2278 3019 200 501543
dataset_name-Samusik_seed-42 lda num-4 run0 18 NK cells NK cells 0.4369730 0.3033491 0.7809996 0.7809996 2621 507040 0.0051692 2047 4701 574 499718
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 0.5935072 0.4826870 0.7703786 0.7703786 7238 507040 0.0142750 5576 5976 1662 493826
dataset_name-Samusik_seed-42 lda num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7754398 0.7334900 0.8224791 0.8224791 6833 507040 0.0134763 5620 2042 1213 498165
dataset_name-Samusik_seed-42 lda num-4 run0 21 Plasma Cells Plasma Cells 0.8911628 0.8315972 0.9599198 0.9599198 1497 507040 0.0029524 1437 291 60 505252
dataset_name-Samusik_seed-42 lda num-4 run0 22 gd T cells gd T cells 0.3365222 0.2095305 0.8542857 0.8542857 350 507040 0.0006903 299 1128 51 505562
dataset_name-Samusik_seed-42 lda num-4 run0 23 mDCs mDCs 0.6153235 0.4908170 0.8244681 0.8244681 940 507040 0.0018539 775 804 165 505296
dataset_name-Samusik_seed-42 lda num-4 run0 24 pDCs pDCs 0.8424948 0.9294389 0.7704257 0.7704257 23047 507040 0.0454540 17756 1348 5291 482645
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 0.6445846 0.6677920 0.6229361 0.6229361 202589 507040 0.3995523 126200 62781 76389 241670
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0319338 0.0554415 0.0224252 0.0224252 2408 550251 0.0043762 54 920 2354 546923
dataset_name-Samusik_seed-42 lda num-5 run0 2 Basophils Basophils 0.5431665 0.5425314 0.5438031 0.5438031 3413 550251 0.0062026 1856 1565 1557 545273
dataset_name-Samusik_seed-42 lda num-5 run0 3 CD4 T cells CD4 T cells 0.6501793 0.5169886 0.8758131 0.8758131 5073 550251 0.0092194 4443 4151 630 541027
dataset_name-Samusik_seed-42 lda num-5 run0 4 CD8 T cells CD8 T cells 0.7828825 0.7323671 0.8408828 0.8408828 11237 550251 0.0204216 9449 3453 1788 535561
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 0.0833333 0.0503145 0.2424242 0.2424242 330 550251 0.0005997 80 1510 250 548411
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 0.2118492 0.1620137 0.3059637 0.3059637 1157 550251 0.0021027 354 1831 803 547263
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 0.5901175 0.5870323 0.5932354 0.5932354 42870 550251 0.0779099 25432 17891 17438 489490
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 0.8400685 0.8409776 0.8391613 0.8391613 41209 550251 0.0748913 34581 6539 6628 502503
dataset_name-Samusik_seed-42 lda num-5 run0 9 GMP GMP 0.3806023 0.4118727 0.3537451 0.3537451 3805 550251 0.0069150 1346 1922 2459 544524
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC NA NA 0.0000000 0.0000000 27 550251 0.0000491 0 0 27 550224
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4326040 0.4641375 0.4050826 0.4050826 17668 550251 0.0321090 7157 8263 10511 524320
dataset_name-Samusik_seed-42 lda num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9363225 0.9372967 0.9353503 0.9353503 88121 550251 0.1601469 82424 5514 5697 456616
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1283593 0.2595971 0.0852578 0.0852578 8011 550251 0.0145588 683 1948 7328 540292
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.7646737 0.7227252 0.8117918 0.8117918 53393 550251 0.0970339 43344 16629 10049 480229
dataset_name-Samusik_seed-42 lda num-5 run0 15 MEP MEP 0.4411930 0.3922615 0.5040720 0.5040720 4666 550251 0.0084798 2352 3644 2314 541941
dataset_name-Samusik_seed-42 lda num-5 run0 16 MPP MPP 0.1988274 0.1226415 0.5248991 0.5248991 743 550251 0.0013503 390 2790 353 546718
dataset_name-Samusik_seed-42 lda num-5 run0 17 Macrophages Macrophages 0.5734404 0.4302620 0.8594344 0.8594344 2369 550251 0.0043053 2036 2696 333 545186
dataset_name-Samusik_seed-42 lda num-5 run0 18 NK cells NK cells 0.4469131 0.3159644 0.7632251 0.7632251 2741 550251 0.0049814 2092 4529 649 542981
dataset_name-Samusik_seed-42 lda num-5 run0 19 NKT cells NKT cells 0.5940669 0.4912140 0.7513986 0.7513986 7329 550251 0.0133194 5507 5704 1822 537218
dataset_name-Samusik_seed-42 lda num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.7826691 0.7032917 0.8822441 0.8822441 7023 550251 0.0127633 6196 2614 827 540614
dataset_name-Samusik_seed-42 lda num-5 run0 21 Plasma Cells Plasma Cells 0.8801205 0.8324786 0.9335463 0.9335463 1565 550251 0.0028442 1461 294 104 548392
dataset_name-Samusik_seed-42 lda num-5 run0 22 gd T cells gd T cells 0.3545673 0.2226415 0.8702065 0.8702065 339 550251 0.0006161 295 1030 44 548882
dataset_name-Samusik_seed-42 lda num-5 run0 23 mDCs mDCs 0.6262295 0.5186694 0.7900724 0.7900724 967 550251 0.0017574 764 709 203 548575
dataset_name-Samusik_seed-42 lda num-5 run0 24 pDCs pDCs 0.8742373 0.9210700 0.8319367 0.8319367 23509 550251 0.0427241 19558 1676 3951 525066
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 0.6481456 0.6799801 0.6191585 0.6191585 220278 550251 0.4003228 136387 64188 83891 265785
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0082635 0.0046614 0.0363636 0.0363636 3795 755903 0.0050205 138 29467 3657 722641
dataset_name-Samusik_seed-42 random num-1 run0 2 Basophils Basophils 0.0086391 0.0048366 0.0404040 0.0404040 3663 755903 0.0048459 148 30452 3515 721788
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 0.0098879 0.0057656 0.0346935 0.0346935 5073 755903 0.0067112 176 30350 4897 720480
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 0.0206512 0.0140134 0.0392372 0.0392372 10959 755903 0.0144979 430 30255 10529 714689
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 0.0009949 0.0005047 0.0345622 0.0345622 434 755903 0.0005741 15 29704 419 725765
dataset_name-Samusik_seed-42 random num-1 run0 6 CMP CMP 0.0053182 0.0028241 0.0455032 0.0455032 1868 755903 0.0024712 85 30013 1783 724022
dataset_name-Samusik_seed-42 random num-1 run0 7 Classical Monocytes Classical Monocytes 0.0605150 0.1217412 0.0402650 0.0402650 90575 755903 0.1198236 3647 26310 86928 639018
dataset_name-Samusik_seed-42 random num-1 run0 8 Eosinophils Eosinophils 0.0470744 0.0606718 0.0384558 0.0384558 47249 755903 0.0625067 1817 28131 45432 680523
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 0.0119682 0.0070798 0.0386662 0.0386662 5638 755903 0.0074586 218 30574 5420 719691
dataset_name-Samusik_seed-42 random num-1 run0 10 HSC HSC 0.0000659 0.0000330 0.0384615 0.0384615 26 755903 0.0000344 1 30336 25 725541
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0465986 0.0564506 0.0396745 0.0396745 43630 755903 0.0577190 1731 28933 41899 683340
dataset_name-Samusik_seed-42 random num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0615889 0.1350094 0.0398939 0.0398939 102572 755903 0.1356947 4092 26217 98480 627114
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0293172 0.0233555 0.0393658 0.0393658 18417 755903 0.0243642 725 30317 17692 707169
dataset_name-Samusik_seed-42 random num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0570820 0.1017208 0.0396724 0.0396724 75695 755903 0.1001385 3003 26519 72692 653689
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 0.0111136 0.0064479 0.0402091 0.0402091 4974 755903 0.0065802 200 30818 4774 720111
dataset_name-Samusik_seed-42 random num-1 run0 16 MPP MPP 0.0029207 0.0015155 0.0401427 0.0401427 1121 755903 0.0014830 45 29649 1076 725133
dataset_name-Samusik_seed-42 random num-1 run0 17 Macrophages Macrophages 0.0063207 0.0034356 0.0394388 0.0394388 2637 755903 0.0034885 104 30167 2533 723099
dataset_name-Samusik_seed-42 random num-1 run0 18 NK cells NK cells 0.0075817 0.0041812 0.0406108 0.0406108 3078 755903 0.0040720 125 29771 2953 723054
dataset_name-Samusik_seed-42 random num-1 run0 19 NKT cells NKT cells 0.0167502 0.0105015 0.0413613 0.0413613 7640 755903 0.0101071 316 29775 7324 718488
dataset_name-Samusik_seed-42 random num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0143097 0.0088216 0.0378692 0.0378692 7077 755903 0.0093623 268 30112 6809 718714
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 0.0032507 0.0017095 0.0330159 0.0330159 1575 755903 0.0020836 52 30366 1523 723962
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 0.0007363 0.0003725 0.0315186 0.0315186 349 755903 0.0004617 11 29520 338 726034
dataset_name-Samusik_seed-42 random num-1 run0 23 mDCs mDCs 0.0026217 0.0013533 0.0418367 0.0418367 980 755903 0.0012965 41 30256 939 724667
dataset_name-Samusik_seed-42 random num-1 run0 24 pDCs pDCs 0.0363871 0.0322191 0.0417937 0.0417937 23616 755903 0.0312421 987 29647 22629 702640
dataset_name-Samusik_seed-42 random num-1 run0 25 ungated ungated 0.0720760 0.3898691 0.0397085 0.0397085 293262 755903 0.3879625 11645 18224 281617 444417
dataset_name-Samusik_seed-42 random num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085563 0.0048126 0.0385228 0.0385228 3764 760931 0.0049466 145 29984 3619 727183
dataset_name-Samusik_seed-42 random num-2 run0 2 Basophils Basophils 0.0083311 0.0046499 0.0399886 0.0399886 3501 760931 0.0046009 140 29968 3361 727462
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 0.0111123 0.0064316 0.0408205 0.0408205 4924 760931 0.0064710 201 31051 4723 724956
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 0.0200153 0.0135231 0.0384969 0.0384969 10884 760931 0.0143035 419 30565 10465 719482
dataset_name-Samusik_seed-42 random num-2 run0 5 CLP CLP 0.0011870 0.0006024 0.0403587 0.0403587 446 760931 0.0005861 18 29864 428 730621
dataset_name-Samusik_seed-42 random num-2 run0 6 CMP CMP 0.0051930 0.0027506 0.0463576 0.0463576 1812 760931 0.0023813 84 30455 1728 728664
dataset_name-Samusik_seed-42 random num-2 run0 7 Classical Monocytes Classical Monocytes 0.0605437 0.1184164 0.0406683 0.0406683 89726 760931 0.1179161 3649 27166 86077 644039
dataset_name-Samusik_seed-42 random num-2 run0 8 Eosinophils Eosinophils 0.0481047 0.0606434 0.0398627 0.0398627 45732 760931 0.0601001 1823 28238 43909 686961
dataset_name-Samusik_seed-42 random num-2 run0 9 GMP GMP 0.0128721 0.0075469 0.0437241 0.0437241 5306 760931 0.0069730 232 30509 5074 725116
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 0.0000668 0.0000334 0.0384615 0.0384615 26 760931 0.0000342 1 29919 25 730986
dataset_name-Samusik_seed-42 random num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473758 0.0592528 0.0394651 0.0394651 44647 760931 0.0586742 1762 27975 42885 688309
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0628558 0.1387530 0.0406309 0.0406309 105437 760931 0.1385632 4284 26591 101153 628903
dataset_name-Samusik_seed-42 random num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0335026 0.0271461 0.0437461 0.0437461 19156 760931 0.0251744 838 30032 18318 711743
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0570815 0.0983197 0.0402144 0.0402144 75371 760931 0.0990510 3031 27797 72340 657763
dataset_name-Samusik_seed-42 random num-2 run0 15 MEP MEP 0.0108339 0.0062731 0.0396908 0.0396908 4787 760931 0.0062910 190 30098 4597 726046
dataset_name-Samusik_seed-42 random num-2 run0 16 MPP MPP 0.0032291 0.0016728 0.0463636 0.0463636 1100 760931 0.0014456 51 30437 1049 729394
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 0.0054394 0.0029456 0.0354665 0.0354665 2594 760931 0.0034090 92 31141 2502 727196
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 0.0068418 0.0037549 0.0384615 0.0384615 2912 760931 0.0038269 112 29716 2800 728303
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 0.0151308 0.0094383 0.0381255 0.0381255 7554 760931 0.0099273 288 30226 7266 723151
dataset_name-Samusik_seed-42 random num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0147641 0.0091092 0.0389336 0.0389336 7089 760931 0.0093162 276 30023 6813 723819
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 0.0033902 0.0017832 0.0343042 0.0343042 1545 760931 0.0020304 53 29669 1492 729717
dataset_name-Samusik_seed-42 random num-2 run0 22 gd T cells gd T cells 0.0012924 0.0006535 0.0576369 0.0576369 347 760931 0.0004560 20 30584 327 730000
dataset_name-Samusik_seed-42 random num-2 run0 23 mDCs mDCs 0.0027970 0.0014439 0.0444894 0.0444894 989 760931 0.0012997 44 30429 945 729513
dataset_name-Samusik_seed-42 random num-2 run0 24 pDCs pDCs 0.0356075 0.0315452 0.0408708 0.0408708 23611 760931 0.0310291 965 29626 22646 707694
dataset_name-Samusik_seed-42 random num-2 run0 25 ungated ungated 0.0721064 0.3920066 0.0397049 0.0397049 297671 760931 0.3911932 11819 18331 285852 444929
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085323 0.0048144 0.0374647 0.0374647 3897 757088 0.0051474 146 30180 3751 723011
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 0.0075274 0.0042190 0.0348743 0.0348743 3699 757088 0.0048858 129 30447 3570 722942
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 0.0122316 0.0071132 0.0436156 0.0436156 5067 757088 0.0066927 221 30848 4846 721173
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 0.0213406 0.0145432 0.0400681 0.0400681 11156 757088 0.0147354 447 30289 10709 715643
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 0.0008503 0.0004312 0.0303738 0.0303738 428 757088 0.0005653 13 30135 415 726525
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 0.0043733 0.0023162 0.0390879 0.0390879 1842 757088 0.0024330 72 31013 1770 724233
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 0.0599493 0.1154823 0.0404822 0.0404822 87594 757088 0.1156986 3546 27160 84048 642334
dataset_name-Samusik_seed-42 random num-3 run0 8 Eosinophils Eosinophils 0.0507071 0.0661506 0.0411096 0.0411096 48845 757088 0.0645169 2008 28347 46837 679896
dataset_name-Samusik_seed-42 random num-3 run0 9 GMP GMP 0.0125267 0.0074000 0.0407753 0.0407753 5469 757088 0.0072237 223 29912 5246 721707
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 0.0000671 0.0000336 0.0357143 0.0357143 28 757088 0.0000370 1 29775 27 727285
dataset_name-Samusik_seed-42 random num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0493988 0.0620876 0.0410163 0.0410163 45421 757088 0.0599943 1863 28143 43558 683524
dataset_name-Samusik_seed-42 random num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0602248 0.1319019 0.0390205 0.0390205 99973 757088 0.1320494 3901 25674 96072 631441
dataset_name-Samusik_seed-42 random num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0320099 0.0262059 0.0411162 0.0411162 19530 757088 0.0257962 803 29839 18727 707719
dataset_name-Samusik_seed-42 random num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0567228 0.0983047 0.0398617 0.0398617 73755 757088 0.0974193 2940 26967 70815 656366
dataset_name-Samusik_seed-42 random num-3 run0 15 MEP MEP 0.0117807 0.0068793 0.0409721 0.0409721 4979 757088 0.0065765 204 29450 4775 722659
dataset_name-Samusik_seed-42 random num-3 run0 16 MPP MPP 0.0027347 0.0014178 0.0383929 0.0383929 1120 757088 0.0014794 43 30285 1077 725683
dataset_name-Samusik_seed-42 random num-3 run0 17 Macrophages Macrophages 0.0062728 0.0034152 0.0384189 0.0384189 2707 757088 0.0035755 104 30348 2603 724033
dataset_name-Samusik_seed-42 random num-3 run0 18 NK cells NK cells 0.0070476 0.0038874 0.0376802 0.0376802 3052 757088 0.0040312 115 29468 2937 724568
dataset_name-Samusik_seed-42 random num-3 run0 19 NKT cells NKT cells 0.0160643 0.0100575 0.0398853 0.0398853 7672 757088 0.0101336 306 30119 7366 719297
dataset_name-Samusik_seed-42 random num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0156786 0.0096126 0.0424950 0.0424950 6942 757088 0.0091693 295 30394 6647 719752
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 0.0027560 0.0014356 0.0343176 0.0343176 1253 757088 0.0016550 43 29909 1210 725926
dataset_name-Samusik_seed-42 random num-3 run0 22 gd T cells gd T cells 0.0010407 0.0005264 0.0450704 0.0450704 355 757088 0.0004689 16 30377 339 726356
dataset_name-Samusik_seed-42 random num-3 run0 23 mDCs mDCs 0.0033213 0.0017149 0.0524691 0.0524691 972 757088 0.0012839 51 29688 921 726428
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 0.0357045 0.0316220 0.0409974 0.0409974 23782 757088 0.0314125 975 29858 22807 703448
dataset_name-Samusik_seed-42 random num-3 run0 25 ungated ungated 0.0719345 0.3927262 0.0395933 0.0395933 297550 757088 0.3930190 11781 18217 285769 441321
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085468 0.0047901 0.0396171 0.0396171 3761 758138 0.0049608 149 30957 3612 723420
dataset_name-Samusik_seed-42 random num-4 run0 2 Basophils Basophils 0.0084009 0.0047037 0.0392591 0.0392591 3617 758138 0.0047709 142 30047 3475 724474
dataset_name-Samusik_seed-42 random num-4 run0 3 CD4 T cells CD4 T cells 0.0117267 0.0068561 0.0404930 0.0404930 5112 758138 0.0067428 207 29985 4905 723041
dataset_name-Samusik_seed-42 random num-4 run0 4 CD8 T cells CD8 T cells 0.0217890 0.0148913 0.0405911 0.0405911 11234 758138 0.0148179 456 30166 10778 716738
dataset_name-Samusik_seed-42 random num-4 run0 5 CLP CLP 0.0010589 0.0005372 0.0368664 0.0368664 434 758138 0.0005725 16 29769 418 727935
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 0.0036446 0.0019338 0.0316076 0.0316076 1835 758138 0.0024204 58 29935 1777 726368
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 0.0607643 0.1171670 0.0410185 0.0410185 88204 758138 0.1163429 3618 27261 84586 642673
dataset_name-Samusik_seed-42 random num-4 run0 8 Eosinophils Eosinophils 0.0497438 0.0645415 0.0404660 0.0404660 48584 758138 0.0640833 1966 28495 46618 681059
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 0.0110715 0.0065481 0.0358066 0.0358066 5418 758138 0.0071465 194 29433 5224 723287
dataset_name-Samusik_seed-42 random num-4 run0 10 HSC HSC 0.0001311 0.0000656 0.0833333 0.0833333 24 758138 0.0000317 2 30493 22 727621
dataset_name-Samusik_seed-42 random num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0465707 0.0573940 0.0391818 0.0391818 44000 758138 0.0580369 1724 28314 42276 685824
dataset_name-Samusik_seed-42 random num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0603657 0.1348523 0.0388865 0.0388865 102735 758138 0.1355096 3995 25630 98740 629773
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305331 0.0245678 0.0403243 0.0403243 18748 758138 0.0247290 756 30016 17992 709374
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0561571 0.0969661 0.0395234 0.0395234 75449 758138 0.0995188 2982 27771 72467 654918
dataset_name-Samusik_seed-42 random num-4 run0 15 MEP MEP 0.0112839 0.0065597 0.0403275 0.0403275 4885 758138 0.0064434 197 29835 4688 723418
dataset_name-Samusik_seed-42 random num-4 run0 16 MPP MPP 0.0027302 0.0014157 0.0382222 0.0382222 1125 758138 0.0014839 43 30331 1082 726682
dataset_name-Samusik_seed-42 random num-4 run0 17 Macrophages Macrophages 0.0070803 0.0038459 0.0445283 0.0445283 2650 758138 0.0034954 118 30564 2532 724924
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 0.0058383 0.0031809 0.0354712 0.0354712 2791 758138 0.0036814 99 31024 2692 724323
dataset_name-Samusik_seed-42 random num-4 run0 19 NKT cells NKT cells 0.0149787 0.0093826 0.0371153 0.0371153 7571 758138 0.0099863 281 29668 7290 720899
dataset_name-Samusik_seed-42 random num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0148217 0.0091916 0.0382514 0.0382514 7137 758138 0.0094139 273 29428 6864 721573
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 0.0035126 0.0018445 0.0367156 0.0367156 1498 758138 0.0019759 55 29763 1443 726877
dataset_name-Samusik_seed-42 random num-4 run0 22 gd T cells gd T cells 0.0009112 0.0004610 0.0387812 0.0387812 361 758138 0.0004762 14 30353 347 727424
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 0.0019115 0.0009857 0.0314136 0.0314136 955 758138 0.0012597 30 30404 925 726779
dataset_name-Samusik_seed-42 random num-4 run0 24 pDCs pDCs 0.0370031 0.0328322 0.0423878 0.0423878 23804 758138 0.0313980 1009 29723 22795 704611
dataset_name-Samusik_seed-42 random num-4 run0 25 ungated ungated 0.0715994 0.3847445 0.0394725 0.0394725 296206 758138 0.3907020 11692 18697 284514 443235
dataset_name-Samusik_seed-42 random num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0091458 0.0051372 0.0416339 0.0416339 3819 764362 0.0049963 159 30792 3660 729751
dataset_name-Samusik_seed-42 random num-5 run0 2 Basophils Basophils 0.0090514 0.0050750 0.0418157 0.0418157 3635 764362 0.0047556 152 29799 3483 730928
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 0.0112208 0.0065735 0.0382922 0.0382922 5223 764362 0.0068331 200 30225 5023 728914
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 0.0210188 0.0143740 0.0390882 0.0390882 11538 764362 0.0150949 451 30925 11087 721899
dataset_name-Samusik_seed-42 random num-5 run0 5 CLP CLP 0.0013516 0.0006855 0.0476190 0.0476190 441 764362 0.0005770 21 30613 420 733308
dataset_name-Samusik_seed-42 random num-5 run0 6 CMP CMP 0.0044816 0.0023753 0.0395664 0.0395664 1845 764362 0.0024138 73 30660 1772 731857
dataset_name-Samusik_seed-42 random num-5 run0 7 Classical Monocytes Classical Monocytes 0.0610888 0.1184397 0.0411588 0.0411588 89264 764362 0.1167824 3674 27346 85590 647752
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 0.0488668 0.0628675 0.0399663 0.0399663 48691 764362 0.0637015 1946 29008 46745 686663
dataset_name-Samusik_seed-42 random num-5 run0 9 GMP GMP 0.0119322 0.0070193 0.0397633 0.0397633 5407 764362 0.0070739 215 30415 5192 728540
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 0.0000665 0.0000333 0.0370370 0.0370370 27 764362 0.0000353 1 30044 26 734291
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473117 0.0599652 0.0390678 0.0390678 45869 764362 0.0600095 1792 28092 44077 690401
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0641852 0.1414849 0.0415076 0.0415076 106101 764362 0.1388099 4404 26723 101697 631538
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305922 0.0246034 0.0404346 0.0404346 18870 764362 0.0246873 763 30249 18107 715243
dataset_name-Samusik_seed-42 random num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 0.0578668 0.0989695 0.0408864 0.0408864 74230 764362 0.0971137 3035 27631 71195 662501
dataset_name-Samusik_seed-42 random num-5 run0 15 MEP MEP 0.0110988 0.0064402 0.0401228 0.0401228 4885 764362 0.0063910 196 30238 4689 729239
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 0.0027407 0.0014219 0.0378188 0.0378188 1137 764362 0.0014875 43 30199 1094 733026
dataset_name-Samusik_seed-42 random num-5 run0 17 Macrophages Macrophages 0.0065238 0.0035356 0.0421426 0.0421426 2539 764362 0.0033217 107 30157 2432 731666
dataset_name-Samusik_seed-42 random num-5 run0 18 NK cells NK cells 0.0069004 0.0037779 0.0397805 0.0397805 2916 764362 0.0038149 116 30589 2800 730857
dataset_name-Samusik_seed-42 random num-5 run0 19 NKT cells NKT cells 0.0170648 0.0107015 0.0420943 0.0420943 7697 764362 0.0100698 324 29952 7373 726713
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 0.0172010 0.0106430 0.0448142 0.0448142 7453 764362 0.0097506 334 31048 7119 725861
dataset_name-Samusik_seed-42 random num-5 run0 21 Plasma Cells Plasma Cells 0.0041157 0.0021652 0.0415335 0.0415335 1565 764362 0.0020475 65 29956 1500 732841
dataset_name-Samusik_seed-42 random num-5 run0 22 gd T cells gd T cells 0.0010313 0.0005215 0.0462428 0.0462428 346 764362 0.0004527 16 30666 330 733350
dataset_name-Samusik_seed-42 random num-5 run0 23 mDCs mDCs 0.0026572 0.0013726 0.0414560 0.0414560 989 764362 0.0012939 41 29830 948 733543
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 0.0322164 0.0286584 0.0367830 0.0367830 24060 764362 0.0314772 885 29996 23175 710306
dataset_name-Samusik_seed-42 random num-5 run0 25 ungated ungated 0.0718258 0.3877335 0.0395788 0.0395788 295815 764362 0.3870090 11708 18488 284107 450059
dataset_name-Transformed_seed-42 cyanno num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.9336751 0.9467186 0.9209861 0.9209861 6328 165885 0.0381469 5828 328 500 159229
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 0.6304303 0.9053814 0.4835755 0.4835755 3166 165885 0.0190855 1531 160 1635 162559
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 0.9568546 0.9473378 0.9665644 0.9665644 60654 165885 0.3656388 58626 3259 2028 101972
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 0.8836731 0.8645578 0.9036528 0.9036528 49934 165885 0.3010158 45123 7069 4811 108882
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 0.6220302 0.9840547 0.4547368 0.4547368 1900 165885 0.0114537 864 14 1036 163971
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 0.8990629 0.8886443 0.9097287 0.9097287 23518 165885 0.1417729 21395 2681 2123 139686
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 0.8284167 0.8556277 0.8028832 0.8028832 16579 165885 0.0999427 13311 2246 3268 147060
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 0.8224917 0.8649275 0.7840252 0.7840252 3806 165885 0.0229436 2984 466 822 161613
dataset_name-Transformed_seed-42 cyanno num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.9415069 0.9520468 0.9311979 0.9311979 6119 160829 0.0380466 5698 287 421 154423
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 0.8207129 0.8660180 0.7799124 0.7799124 2967 160829 0.0184482 2314 358 653 157504
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 0.9611253 0.9436960 0.9792106 0.9792106 58299 160829 0.3624906 57087 3406 1212 99124
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 0.9047227 0.9059597 0.9034890 0.9034890 48036 160829 0.2986775 43400 4505 4636 108288
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 0.7925270 0.9542226 0.6776906 0.6776906 1784 160829 0.0110925 1209 58 575 158987
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 0.9103074 0.9375085 0.8846401 0.8846401 23301 160829 0.1448806 20613 1374 2688 136154
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 0.8724887 0.8539326 0.8918692 0.8918692 16702 160829 0.1038494 14896 2548 1806 141579
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 0.8579961 0.9340052 0.7934272 0.7934272 3621 160829 0.0225146 2873 203 748 157005
dataset_name-Transformed_seed-42 cyanno num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.9340215 0.9430259 0.9251875 0.9251875 5868 163357 0.0359213 5429 328 439 157161
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 0.8135534 0.8366690 0.7916808 0.7916808 2957 163357 0.0181015 2341 457 616 159943
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 0.9654880 0.9681719 0.9628189 0.9628189 59143 163357 0.3620475 56944 1872 2199 102342
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 0.9012975 0.8981276 0.9044897 0.9044897 49691 163357 0.3041865 44945 5098 4746 108568
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 0.7162162 0.9680365 0.5683646 0.5683646 1865 163357 0.0114167 1060 35 805 161457
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 0.9095324 0.8803436 0.9407231 0.9407231 23095 163357 0.1413775 21726 2953 1369 137309
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 0.8683324 0.8734922 0.8632333 0.8632333 17029 163357 0.1042441 14700 2129 2329 144199
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 0.8599801 0.9074850 0.8172014 0.8172014 3709 163357 0.0227049 3031 309 678 159339
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.9240816 0.9528620 0.8969889 0.8969889 6310 163801 0.0385224 5660 280 650 157211
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 0.6976744 0.9257322 0.5597723 0.5597723 3162 163801 0.0193039 1770 142 1392 160497
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 0.9397952 0.9449787 0.9346682 0.9346682 60032 163801 0.3664935 56110 3267 3922 100502
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 0.8768704 0.8376035 0.9200000 0.9200000 48825 163801 0.2980751 44919 8709 3906 106267
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 0.7281879 0.9610275 0.5861696 0.5861696 1851 163801 0.0113003 1085 44 766 161906
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 0.9064276 0.9132673 0.8996895 0.8996895 22869 163801 0.1396145 20575 1954 2294 138978
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 0.8388911 0.8643698 0.8148714 0.8148714 17026 163801 0.1039432 13874 2177 3152 144598
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 0.8610832 0.9264297 0.8043478 0.8043478 3726 163801 0.0227471 2997 238 729 159837
dataset_name-Transformed_seed-42 cyanno num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9455074 0.9685743 0.9235136 0.9235136 6341 161138 0.0393514 5856 190 485 154607
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 0.8306835 0.8338269 0.8275637 0.8275637 3062 161138 0.0190023 2534 505 528 157571
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 0.9522402 0.9317594 0.9736416 0.9736416 59222 161138 0.3675235 57661 4223 1561 97693
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 0.8941656 0.8931015 0.8952324 0.8952324 46522 161138 0.2887091 41648 4985 4874 109631
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 0.5987587 0.9100999 0.4461371 0.4461371 1838 161138 0.0114064 820 81 1018 159219
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 0.9139806 0.9320893 0.8965622 0.8965622 23009 161138 0.1427907 20629 1503 2380 136626
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 0.8616667 0.8678011 0.8556183 0.8556183 17523 161138 0.1087453 14993 2284 2530 141331
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 0.8774646 0.9311841 0.8296051 0.8296051 3621 161138 0.0224714 3004 222 617 157295
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.9128815 0.9786951 0.8553616 0.8553616 6015 129918 0.0462984 5145 112 870 123791
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 0.7312116 0.5973345 0.9424336 0.9424336 2901 129918 0.0223295 2734 1843 167 125174
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 0.9206849 0.9902522 0.8602505 0.8602505 39442 129918 0.3035915 33930 334 5512 90142
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 0.8407985 0.8401600 0.8414381 0.8414381 39442 129918 0.3035915 33188 6314 6254 84162
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 0.7987846 0.8266946 0.7726976 0.7726976 1531 129918 0.0117844 1183 248 348 128139
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 0.8380011 0.7443679 0.9585799 0.9585799 22646 129918 0.1743099 21708 7455 938 99817
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 0.7717688 0.8587947 0.7007576 0.7007576 14520 129918 0.1117628 10175 1673 4345 113725
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 0.8206112 0.7724458 0.8751827 0.8751827 3421 129918 0.0263320 2994 882 427 125615
dataset_name-Transformed_seed-42 cygate num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.9195993 0.9582441 0.8839506 0.8839506 6075 158779 0.0382607 5370 234 705 152470
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 0.6396151 0.5929230 0.6942897 0.6942897 2872 158779 0.0180880 1994 1369 878 154538
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 0.9268322 0.9094289 0.9449145 0.9449145 57202 158779 0.3602617 54051 5383 3151 96194
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 0.7931093 0.7934106 0.7928082 0.7928082 47415 158779 0.2986226 37591 9788 9824 101576
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 0.6850896 0.7470199 0.6326416 0.6326416 1783 158779 0.0112294 1128 382 655 156614
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 0.7616536 0.7967461 0.7295220 0.7295220 23159 158779 0.1458568 16895 4310 6264 131310
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 0.7317117 0.7311635 0.7322608 0.7322608 16658 158779 0.1049131 12198 4485 4460 137636
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 0.7685698 0.7700639 0.7670816 0.7670816 3615 158779 0.0227675 2773 828 842 154336
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.9100548 0.9699922 0.8570937 0.8570937 5808 136527 0.0425410 4978 154 830 130565
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 0.7540203 0.6452599 0.9068768 0.9068768 2792 136527 0.0204502 2532 1392 260 132343
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 0.8876982 0.9919583 0.8032702 0.8032702 42383 136527 0.3104368 34045 276 8338 93868
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 0.8178380 0.7863090 0.8520012 0.8520012 42899 136527 0.3142162 36550 9933 6349 83695
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 0.7714120 0.7813599 0.7617143 0.7617143 1750 136527 0.0128180 1333 373 417 134404
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 0.8620520 0.7899407 0.9486515 0.9486515 21208 136527 0.1553392 20119 5350 1089 109969
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 0.7575966 0.7810865 0.7354784 0.7354784 16441 136527 0.1204231 12092 3389 4349 116697
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 0.8303707 0.7511842 0.9282193 0.9282193 3246 136527 0.0237755 3013 998 233 132283
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.9126315 0.9725774 0.8596462 0.8596462 6106 142677 0.0427960 5249 148 857 136423
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 0.7819242 0.6991658 0.8869048 0.8869048 3024 142677 0.0211947 2682 1154 342 138499
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 0.9335153 0.9758579 0.8946943 0.8946943 52001 142677 0.3644666 46525 1151 5476 89525
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 0.8291637 0.8154701 0.8433249 0.8433249 38966 142677 0.2731064 32861 7436 6105 96275
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 0.8051540 0.8206278 0.7902529 0.7902529 1621 142677 0.0113613 1281 280 340 140776
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 0.8569410 0.7854368 0.9427683 0.9427683 21876 142677 0.1533253 20624 5634 1252 115167
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 0.8048090 0.8497785 0.7643598 0.7643598 15808 142677 0.1107957 12083 2136 3725 124733
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 0.8214073 0.8025051 0.8412214 0.8412214 3275 142677 0.0229539 2755 678 520 138724
dataset_name-Transformed_seed-42 cygate num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9221557 0.9522277 0.8939249 0.8939249 6288 153417 0.0409863 5621 282 667 146847
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 0.6985056 0.6563405 0.7464603 0.7464603 3037 153417 0.0197957 2267 1187 770 149193
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 0.9223524 0.9137997 0.9310667 0.9310667 58796 153417 0.3832431 54743 5164 4053 89457
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 0.8001679 0.8485826 0.7569794 0.7569794 40297 153417 0.2626632 30504 5443 9793 107677
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 0.7546379 0.7960859 0.7172924 0.7172924 1758 153417 0.0114590 1261 323 497 151336
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 0.8386558 0.7540583 0.9446340 0.9446340 22866 153417 0.1490448 21600 7045 1266 123506
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 0.6980964 0.7620934 0.6440150 0.6440150 17026 153417 0.1109786 10965 3423 6061 132968
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 0.8183915 0.7910281 0.8477157 0.8477157 3349 153417 0.0218294 2839 750 510 149318
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.8519223 0.8219480 0.8841656 0.8841656 6328 165885 0.0381469 5595 1212 733 158345
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 0.5238854 0.7082885 0.4156665 0.4156665 3166 165885 0.0190855 1316 542 1850 162177
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 0.8833451 0.9776711 0.8056188 0.8056188 60654 165885 0.3656388 48864 1116 11790 104115
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 0.7888049 0.7360232 0.8497417 0.8497417 49934 165885 0.3010158 42431 15218 7503 100733
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5 DC DC 0.8155484 0.7699860 0.8668421 0.8668421 1900 165885 0.0114537 1647 492 253 163493
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 0.8452753 0.8289323 0.8622757 0.8622757 23518 165885 0.1417729 20279 4185 3239 138182
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 0.7723800 0.6912521 0.8750829 0.8750829 16579 165885 0.0999427 14508 6480 2071 142826
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 0.6110920 0.8870000 0.4661061 0.4661061 3806 165885 0.0229436 1774 226 2032 161853
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.9043207 0.9073708 0.9012911 0.9012911 6119 160829 0.0380466 5515 563 604 154147
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 0.7230550 0.7682973 0.6828446 0.6828446 2967 160829 0.0184482 2026 611 941 157251
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 0.9299004 0.9721567 0.8911645 0.8911645 58299 160829 0.3624906 51954 1488 6345 101042
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 0.8376068 0.7759551 0.9099009 0.9099009 48036 160829 0.2986775 43708 12620 4328 100173
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 0.8524497 0.8614768 0.8436099 0.8436099 1784 160829 0.0110925 1505 242 279 158803
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 0.8691634 0.8874726 0.8515944 0.8515944 23301 160829 0.1448806 19843 2516 3458 135012
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 0.8055468 0.8504126 0.7651778 0.7651778 16702 160829 0.1038494 12780 2248 3922 141879
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 0.7793881 0.8292835 0.7351560 0.7351560 3621 160829 0.0225146 2662 548 959 156660
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.8578690 0.9581581 0.7765849 0.7765849 5868 163357 0.0359213 4557 199 1311 157290
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 0.6796302 0.6427495 0.7210010 0.7210010 2957 163357 0.0181015 2132 1185 825 159215
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 0.8979114 0.8541346 0.9464180 0.9464180 59143 163357 0.3620475 55974 9559 3169 94655
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 0.7770887 0.8878630 0.6908897 0.6908897 49691 163357 0.3041865 34331 4336 15360 109330
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 0.8460350 0.8137692 0.8809651 0.8809651 1865 163357 0.0114167 1643 376 222 161116
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 0.8729311 0.8301762 0.9203291 0.9203291 23095 163357 0.1413775 21255 4348 1840 135914
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 0.8045327 0.7256633 0.9026367 0.9026367 17029 163357 0.1042441 15371 5811 1658 140517
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 0.6812490 0.8947368 0.5500135 0.5500135 3709 163357 0.0227049 2040 240 1669 159408
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.8477557 0.7622723 0.9548336 0.9548336 6310 163801 0.0385224 6025 1879 285 155612
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 0.3555997 0.8277457 0.2264390 0.2264390 3162 163801 0.0193039 716 149 2446 160490
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 0.9356498 0.9557498 0.9163779 0.9163779 60032 163801 0.3664935 55012 2547 5020 101222
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 0.8509602 0.8400080 0.8622017 0.8622017 48825 163801 0.2980751 42097 8018 6728 106958
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 0.8374006 0.8502227 0.8249595 0.8249595 1851 163801 0.0113003 1527 269 324 161681
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 0.8714777 0.8620999 0.8810617 0.8810617 22869 163801 0.1396145 20149 3223 2720 137709
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 0.8000432 0.7396768 0.8711383 0.8711383 17026 163801 0.1039432 14832 5220 2194 141555
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 0.6633697 0.9097287 0.5220075 0.5220075 3726 163801 0.0227471 1945 193 1781 159882
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.9051380 0.8977661 0.9126321 0.9126321 6341 161138 0.0393514 5787 659 554 154138
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 0.6887543 0.8193694 0.5940562 0.5940562 3062 161138 0.0190023 1819 401 1243 157675
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 0.9416292 0.9433607 0.9399041 0.9399041 59222 161138 0.3675235 55663 3342 3559 98574
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 0.8528369 0.8548168 0.8508663 0.8508663 46522 161138 0.2887091 39584 6723 6938 107893
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 0.8242245 0.9017453 0.7589771 0.7589771 1838 161138 0.0114064 1395 152 443 159148
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 0.8816325 0.8645250 0.8994307 0.8994307 23009 161138 0.1427907 20695 3243 2314 134886
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 0.7922419 0.7689044 0.8170405 0.8170405 17523 161138 0.1087453 14317 4303 3206 139312
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 0.7417615 0.8104746 0.6837890 0.6837890 3621 161138 0.0224714 2476 579 1145 156938
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.6823419 0.8545347 0.5679061 0.5679061 2555 62691 0.0407555 1451 247 1104 59889
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 0.5020816 0.4049698 0.6604600 0.6604600 913 62691 0.0145635 603 886 310 60892
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 0.8934814 0.9972950 0.8092432 0.8092432 24602 62691 0.3924327 19909 54 4693 38035
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 0.7736915 0.7735437 0.7738394 0.7738394 18310 62691 0.2920674 14169 4148 4141 40233
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 0.7963526 0.6691260 0.9833194 0.9833194 1199 62691 0.0191256 1179 583 20 60909
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 0.8352947 0.7204621 0.9936739 0.9936739 8536 62691 0.1361599 8482 3291 54 50864
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 0.8217197 0.7641397 0.8886845 0.8886845 6522 62691 0.1040341 5796 1789 726 54380
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 0.3417722 0.2596154 0.5000000 0.5000000 54 62691 0.0008614 27 77 27 62560
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.8408911 0.8291704 0.8529479 0.8529479 4359 109307 0.0398785 3718 766 641 104182
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 0.4461942 0.6446371 0.3411697 0.3411697 1744 109307 0.0159551 595 328 1149 107235
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 0.9505735 0.9889396 0.9150732 0.9150732 44556 109307 0.4076226 40772 456 3784 64295
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 0.7895486 0.7293988 0.8605105 0.8605105 33852 109307 0.3096965 29130 10807 4722 64648
dataset_name-Transformed_seed-42 lda num-2 run0 5 DC DC 0.7841788 0.7026194 0.8871595 0.8871595 1028 109307 0.0094047 912 386 116 107893
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 0.6136452 0.6797973 0.5592261 0.5592261 12714 109307 0.1163146 7110 3349 5604 93244
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 0.8006886 0.8071475 0.7943321 0.7943321 10833 109307 0.0991062 8605 2056 2228 96418
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 0.5539033 0.4700315 0.6742081 0.6742081 221 109307 0.0020218 149 168 72 108918
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.8890524 0.8528062 0.9285165 0.9285165 2602 56914 0.0457181 2416 417 186 53895
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 0.1546961 0.8235294 0.0853659 0.0853659 492 56914 0.0086446 42 9 450 56413
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 0.9282281 0.9981122 0.8674896 0.8674896 25598 56914 0.4497663 22206 42 3392 31274
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 0.6874494 0.7777179 0.6159563 0.6159563 11707 56914 0.2056963 7211 2061 4496 43146
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 0.8109041 0.6948551 0.9734880 0.9734880 1207 56914 0.0212074 1175 516 32 55191
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 0.7866710 0.6520937 0.9912404 0.9912404 8562 56914 0.1504375 8487 4528 75 43824
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 0.8716771 0.8125324 0.9401081 0.9401081 6662 56914 0.1170538 6263 1445 399 48807
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 0.4666667 0.4375000 0.5000000 0.5000000 84 56914 0.0014759 42 54 42 56776
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.7626568 0.8312521 0.7045195 0.7045195 3496 92497 0.0377958 2463 500 1033 88501
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 0.4198347 0.4413553 0.4003152 0.4003152 1269 92497 0.0137194 508 643 761 90585
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 0.8711748 0.9973896 0.7733156 0.7733156 37550 92497 0.4059591 29038 76 8512 54871
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 0.7615321 0.7202517 0.8078320 0.8078320 28907 92497 0.3125182 23352 9070 5555 54520
dataset_name-Transformed_seed-42 lda num-4 run0 5 DC DC 0.8453448 0.7472452 0.9730942 0.9730942 1115 92497 0.0120544 1085 367 30 91015
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 0.8106564 0.6919179 0.9785902 0.9785902 11023 92497 0.1191714 10787 4803 236 76671
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 0.7944854 0.7690080 0.8217089 0.8217089 9047 92497 0.0978086 7434 2233 1613 81217
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 0.4035088 0.3333333 0.5111111 0.5111111 90 92497 0.0009730 46 92 44 92315
dataset_name-Transformed_seed-42 lda num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.8775913 0.9602506 0.8080349 0.8080349 5501 110391 0.0498320 4445 184 1056 104706
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 0.5457227 0.6379310 0.4768041 0.4768041 2328 110391 0.0210887 1110 630 1218 107433
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 0.8858158 0.9956781 0.7977885 0.7977885 41872 110391 0.3793063 33405 145 8467 68374
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 0.7415022 0.6272097 0.9067300 0.9067300 36196 110391 0.3278890 32820 19507 3376 54688
dataset_name-Transformed_seed-42 lda num-5 run0 5 DC DC 0.8143198 0.8297665 0.7994377 0.7994377 1067 110391 0.0096656 853 175 214 109149
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 0.4155274 0.6846405 0.2982813 0.2982813 9833 110391 0.0890743 2933 1351 6900 99207
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 0.7103540 0.7329258 0.6891309 0.6891309 13221 110391 0.1197652 9111 3320 4110 93850
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 0.3819355 0.3681592 0.3967828 0.3967828 373 110391 0.0033789 148 254 225 109764
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 0.0596325 0.0390187 0.1264223 0.1264223 6328 165885 0.0381469 800 19703 5528 139854
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 0.0340711 0.0195387 0.1329754 0.1329754 3166 165885 0.0190855 421 21126 2745 141593
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 0.1848350 0.3607640 0.1242457 0.1242457 60654 165885 0.3656388 7536 13353 53118 91878
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 0.1763399 0.2959415 0.1255858 0.1255858 49934 165885 0.3010158 6271 14919 43663 101032
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 0.0231839 0.0126384 0.1400000 0.1400000 1900 165885 0.0114537 266 20781 1634 143204
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 0.1336436 0.1425611 0.1257760 0.1257760 23518 165885 0.1417729 2958 17791 20560 124576
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 0.1085985 0.1000356 0.1187647 0.1187647 16579 165885 0.0999427 1969 17714 14610 131592
dataset_name-Transformed_seed-42 random num-1 run0 8 ungated ungated 0.0404435 0.0240174 0.1279559 0.1279559 3806 165885 0.0229436 487 19790 3319 142289
dataset_name-Transformed_seed-42 random num-2 run0 1 B-cells IgM+ B-cells IgM+ 0.0602451 0.0393812 0.1281255 0.1281255 6119 160829 0.0380466 784 19124 5335 135586
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 0.0327085 0.0186782 0.1314459 0.1314459 2967 160829 0.0184482 390 20490 2577 137372
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 0.1808078 0.3666911 0.1199849 0.1199849 58299 160829 0.3624906 6995 12081 51304 90449
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 0.1789401 0.3016539 0.1271963 0.1271963 48036 160829 0.2986775 6110 14145 41926 98648
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 0.0202369 0.0110365 0.1216368 0.1216368 1784 160829 0.0110925 217 19445 1567 139600
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 0.1359617 0.1466978 0.1266898 0.1266898 23301 160829 0.1448806 2952 17171 20349 120357
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 0.1197692 0.1085486 0.1335768 0.1335768 16702 160829 0.1038494 2231 18322 14471 125805
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 0.0379277 0.0223346 0.1256559 0.1256559 3621 160829 0.0225146 455 19917 3166 137291
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 0.0566277 0.0365401 0.1257669 0.1257669 5868 163357 0.0359213 738 19459 5130 138030
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 0.0304365 0.0174710 0.1180250 0.1180250 2957 163357 0.0181015 349 19627 2608 140773
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 0.1866650 0.3636275 0.1255601 0.1255601 59143 163357 0.3620475 7426 12996 51717 91218
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 0.1796342 0.3067464 0.1270049 0.1270049 49691 163357 0.3041865 6311 14263 43380 99403
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 0.0222646 0.0121106 0.1378016 0.1378016 1865 163357 0.0114167 257 20964 1608 140528
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 0.1344855 0.1416188 0.1280364 0.1280364 23095 163357 0.1413775 2957 17923 20138 122339
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 0.1105649 0.1038485 0.1182101 0.1182101 17029 163357 0.1042441 2013 17371 15016 128957
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 0.0372767 0.0219775 0.1226746 0.1226746 3709 163357 0.0227049 455 20248 3254 139400
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 0.0579987 0.0377413 0.1251981 0.1251981 6310 163801 0.0385224 790 20142 5520 137349
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 0.0335488 0.0192669 0.1296648 0.1296648 3162 163801 0.0193039 410 20870 2752 139769
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 0.1869853 0.3675831 0.1253831 0.1253831 60032 163801 0.3664935 7527 12950 52505 90819
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 0.1678338 0.2947563 0.1173169 0.1173169 48825 163801 0.2980751 5728 13705 43097 101271
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 0.0226408 0.0123296 0.1383036 0.1383036 1851 163801 0.0113003 256 20507 1595 141443
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 0.1313916 0.1398736 0.1238795 0.1238795 22869 163801 0.1396145 2833 17421 20036 123511
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 0.1150036 0.1049697 0.1271585 0.1271585 17026 163801 0.1039432 2165 18460 14861 128315
dataset_name-Transformed_seed-42 random num-4 run0 8 ungated ungated 0.0402306 0.0238559 0.1282877 0.1282877 3726 163801 0.0227471 478 19559 3248 140516
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 0.0610025 0.0399765 0.1286863 0.1286863 6341 161138 0.0393514 816 19596 5525 135201
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 0.0322581 0.0186370 0.1198563 0.1198563 3062 161138 0.0190023 367 19325 2695 138751
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 0.1850902 0.3625838 0.1242613 0.1242613 59222 161138 0.3675235 7359 12937 51863 88979
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 0.1754870 0.2902138 0.1257685 0.1257685 46522 161138 0.2887091 5851 14310 40671 100306
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 0.0233754 0.0127145 0.1447225 0.1447225 1838 161138 0.0114064 266 20655 1572 138645
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 0.1354859 0.1434189 0.1283845 0.1283845 23009 161138 0.1427907 2954 17643 20055 120486
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 0.1123485 0.1076754 0.1174456 0.1174456 17523 161138 0.1087453 2058 17055 15465 126560
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 0.0365766 0.0216083 0.1190279 0.1190279 3621 161138 0.0224714 431 19515 3190 138002
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.9017077 0.8757304 0.9292732 0.9292732 259336 21044883 0.0123230 240994 34198 18342 20751349
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 0.7602355 0.8303991 0.7010050 0.7010050 202796 21044883 0.0096364 142161 29035 60635 20813052
dataset_name-flowcyt_seed-42 cyanno num-1 run0 3 Mast_cells Mast_cells 0.0022353 1.0000000 0.0011189 0.0011189 3575 21044883 0.0001699 4 0 3571 21041308
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 0.8606523 0.9649369 0.7767101 0.7767101 304286 21044883 0.0144589 236342 8588 67944 20732009
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.8971209 0.9644306 0.8385936 0.8385936 1282093 21044883 0.0609218 1075155 39653 206938 19723137
dataset_name-flowcyt_seed-42 cyanno num-1 run0 6 ungated ungated 0.9878626 0.9815480 0.9942590 0.9942590 18992797 21044883 0.9024900 18883759 354994 109038 1697092
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.9287248 0.9377980 0.9198255 0.9198255 255106 20254822 0.0125948 234653 15564 20453 19984152
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 0.8032945 0.9115140 0.7180446 0.7180446 197361 20254822 0.0097439 141714 13757 55647 20043704
dataset_name-flowcyt_seed-42 cyanno num-2 run0 3 Mast_cells Mast_cells 0.0011268 0.2222222 0.0005648 0.0005648 3541 20254822 0.0001748 2 7 3539 20251274
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 0.9125772 0.9425142 0.8844834 0.8844834 300632 20254822 0.0148425 265904 16218 34728 19937972
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.9249748 0.9538766 0.8977729 0.8977729 1243222 20254822 0.0613791 1116131 53969 127091 18957631
dataset_name-flowcyt_seed-42 cyanno num-2 run0 6 ungated ungated 0.9907878 0.9869656 0.9946398 0.9946398 18254960 20254822 0.9012649 18157110 239793 97850 1760069
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.9041740 0.9399509 0.8710206 0.8710206 267066 20817600 0.0128289 232620 14861 34446 20535673
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 0.6535229 0.9455394 0.4993162 0.4993162 202543 20817600 0.0097294 101133 5825 101410 20609232
dataset_name-flowcyt_seed-42 cyanno num-3 run0 3 Mast_cells Mast_cells 0.5888012 0.9300912 0.4307432 0.4307432 3552 20817600 0.0001706 1530 115 2022 20813933
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 0.9085146 0.9589797 0.8630953 0.8630953 303693 20817600 0.0145883 262116 11212 41577 20502695
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.9196880 0.9641157 0.8791746 0.8791746 1277273 20817600 0.0613554 1122946 41796 154327 19498531
dataset_name-flowcyt_seed-42 cyanno num-3 run0 6 ungated ungated 0.9893221 0.9825621 0.9961758 0.9961758 18763473 20817600 0.9013274 18691717 331729 71756 1722398
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.7714263 0.9676691 0.6413590 0.6413590 265954 20273915 0.0131180 170572 5699 95382 20002262
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 0.7798501 0.8981520 0.6890858 0.6890858 189377 20273915 0.0093409 130497 14798 58880 20069740
dataset_name-flowcyt_seed-42 cyanno num-4 run0 3 Mast_cells Mast_cells 0.6660489 0.9098734 0.5252850 0.5252850 3421 20273915 0.0001687 1797 178 1624 20270316
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 0.8818986 0.8450497 0.9221077 0.9221077 276189 20273915 0.0136229 254676 46698 21513 19951028
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.9137186 0.9272835 0.9005449 0.9005449 1263273 20273915 0.0623103 1137634 89212 125639 18921430
dataset_name-flowcyt_seed-42 cyanno num-4 run0 6 ungated ungated 0.9875847 0.9836591 0.9915417 0.9915417 18275701 20273915 0.9014392 18121120 301034 154581 1697180
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.9070346 0.8835036 0.9318532 0.9318532 257415 20668387 0.0124545 239873 31629 17542 20379343
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 0.7809204 0.9217602 0.6774151 0.6774151 190384 20668387 0.0092114 128969 10947 61415 20467056
dataset_name-flowcyt_seed-42 cyanno num-5 run0 3 Mast_cells Mast_cells 0.5957027 0.9563291 0.4325794 0.4325794 3493 20668387 0.0001690 1511 69 1982 20664825
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 0.8586627 0.9678745 0.7715982 0.7715982 297375 20668387 0.0143879 229454 7616 67921 20363396
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.9260658 0.9383329 0.9141154 0.9141154 1240455 20668387 0.0600170 1133919 74521 106536 19353411
dataset_name-flowcyt_seed-42 cyanno num-5 run0 6 ungated ungated 0.9899586 0.9865215 0.9934197 0.9934197 18679265 20668387 0.9037602 18556350 253529 122915 1735593
dataset_name-flowcyt_seed-42 cygate num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.5208219 0.3625219 0.9245303 0.9245303 259336 20948049 0.0123800 239764 421614 19572 20267099
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 0.0237727 0.0120994 0.6750232 0.6750232 202796 20948049 0.0096809 136892 11177043 65904 9568210
dataset_name-flowcyt_seed-42 cygate num-1 run0 3 Mast_cells Mast_cells 0.0663556 0.0369859 0.3222378 0.3222378 3575 20948049 0.0001707 1152 29995 2423 20914479
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 0.6996547 0.6055400 0.8284081 0.8284081 304286 20948049 0.0145257 252073 164205 52213 20479558
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.7779820 0.6992432 0.8767040 0.8767040 1282093 20948049 0.0612035 1124016 483459 158077 19182497
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 0.5228153 0.9754386 0.3571093 0.3571093 18895963 20948049 0.9020393 6747924 169912 12148039 1882174
dataset_name-flowcyt_seed-42 cygate num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.5536168 0.3861611 0.9775035 0.9775035 255106 20229356 0.0126107 249367 396392 5739 19577858
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 0.2713171 0.1859189 0.5018165 0.5018165 197361 20229356 0.0097562 99039 433661 98322 19598334
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 0.0031475 0.0015784 0.5306411 0.5306411 3541 20229356 0.0001750 1879 1188538 1662 19037277
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 0.4997034 0.3533255 0.8531527 0.8531527 300632 20229356 0.0148612 256485 469432 44147 19459292
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.7001864 0.5900951 0.8607779 0.8607779 1243222 20229356 0.0614563 1070138 743363 173084 18242771
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 0.8962026 0.9812667 0.8247101 0.8247101 18229494 20229356 0.9011406 15034048 287014 3195446 1712848
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.5208869 0.3643761 0.9130852 0.9130852 267066 20809904 0.0128336 243854 425383 23212 20117455
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 0.0686838 0.0404721 0.2267272 0.2267272 202543 20809904 0.0097330 45922 1088736 156621 19518625
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 0.0023867 0.0012003 0.2063626 0.2063626 3552 20809904 0.0001707 733 609961 2819 20196391
dataset_name-flowcyt_seed-42 cygate num-3 run0 4 Monocytes Monocytes 0.5956908 0.4308262 0.9649482 0.9649482 303693 20809904 0.0145937 293048 387152 10645 20119059
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.3928809 0.2509916 0.9038295 0.9038295 1277273 20809904 0.0613781 1154437 3445068 122836 16087563
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 0.8069926 0.9805099 0.6856547 0.6856547 18755777 20809904 0.9012909 12859986 255624 5895791 1798503
dataset_name-flowcyt_seed-42 cygate num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.4953132 0.3325795 0.9698858 0.9698858 265954 20271227 0.0131198 257945 517644 8009 19487629
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 0.0992153 0.0577320 0.3525138 0.3525138 189377 20271227 0.0093422 66758 1089585 122619 18992265
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 0.0016299 0.0008157 0.9406606 0.9406606 3421 20271227 0.0001688 3218 3942083 203 16325723
dataset_name-flowcyt_seed-42 cygate num-4 run0 4 Monocytes Monocytes 0.5671071 0.4014555 0.9654983 0.9654983 276189 20271227 0.0136247 266660 397573 9529 19597465
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.7432083 0.6285384 0.9090553 0.9090553 1263273 20271227 0.0623185 1148385 678687 114888 18329267
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 0.7749169 0.9822848 0.6398414 0.6398414 18273013 20271227 0.9014261 11691830 210859 6581183 1787355
dataset_name-flowcyt_seed-42 cygate num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.6156589 0.4537666 0.9571431 0.9571431 257415 20649785 0.0124657 246383 296590 11032 20095780
dataset_name-flowcyt_seed-42 cygate num-5 run0 2 HSPCs HSPCs 0.4096661 0.3769146 0.4486511 0.4486511 190384 20649785 0.0092197 85416 141203 104968 20318198
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 0.0027934 0.0013999 0.6135127 0.6135127 3493 20649785 0.0001692 2143 1528710 1350 19117582
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 0.4852271 0.3333107 0.8916015 0.8916015 297375 20649785 0.0144009 265140 530334 32235 19822076
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.7022268 0.5706778 0.9125918 0.9125918 1240455 20649785 0.0600711 1132029 851628 108426 18557702
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 0.8955567 0.9844341 0.8213987 0.8213987 18660663 20649785 0.9036735 15327844 242365 3332819 1746757
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.7242939 0.5909495 0.9353503 0.9353503 259336 21044883 0.0123230 242570 167905 16766 20617642
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 202796 21044883 0.0096364 0 0 202796 20842087
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 3 Mast_cells Mast_cells 0.3053934 0.9237288 0.1829371 0.1829371 3575 21044883 0.0001699 654 54 2921 21041254
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 0.7481477 0.6687012 0.8490170 0.8490170 304286 21044883 0.0144589 258344 127993 45942 20612604
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.8552554 0.9111199 0.8058456 0.8058456 1282093 21044883 0.0609218 1033169 100786 248924 19662004
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 6 ungated ungated 0.9857259 0.9826158 0.9888557 0.9888557 18992797 21044883 0.9024900 18781136 332272 211661 1719814
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.0046069 0.0071483 0.0033986 0.0033986 255106 20254822 0.0125948 867 120420 254239 19879296
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 197361 20254822 0.0097439 0 0 197361 20057461
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3541 20254822 0.0001748 0 0 3541 20251281
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes NA NA 0.0000000 0.0000000 300632 20254822 0.0148425 0 0 300632 19954190
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5 T_Lymphocytes T_Lymphocytes NA NA 0.0000000 0.0000000 1243222 20254822 0.0613791 0 0 1243222 19011600
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 6 ungated ungated 0.9510641 0.9066942 1.0000000 1.0000000 18254960 20254822 0.9012649 18254960 1878575 0 121287
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.0044487 0.0070656 0.0032464 0.0032464 267066 20817600 0.0128289 867 121840 266199 20428694
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 2 HSPCs HSPCs NA 0.0000000 0.0000000 0.0000000 202543 20817600 0.0097294 0 3 202543 20615054
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells 0.7309555 0.7635695 0.7010135 0.7010135 3552 20817600 0.0001706 2490 771 1062 20813277
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 4 Monocytes Monocytes 0.0010688 0.1234848 0.0005367 0.0005367 303693 20817600 0.0145883 163 1157 303530 20512750
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes NA 0.0000000 0.0000000 0.0000000 1277273 20817600 0.0613554 0 81 1277273 19540246
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 6 ungated ungated 0.9510675 0.9067840 0.9998984 0.9998984 18763473 20817600 0.9013274 18761567 1928661 1906 125466
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.0044778 0.0071483 0.0032600 0.0032600 265954 20273915 0.0131180 867 120420 265087 19887541
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 189377 20273915 0.0093409 0 0 189377 20084538
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3421 20273915 0.0001687 0 0 3421 20270494
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes NA NA 0.0000000 0.0000000 276189 20273915 0.0136229 0 0 276189 19997726
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5 T_Lymphocytes T_Lymphocytes NA NA 0.0000000 0.0000000 1263273 20273915 0.0623103 0 0 1263273 19010642
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 6 ungated ungated 0.9511577 0.9068644 1.0000000 1.0000000 18275701 20273915 0.9014392 18275701 1876927 0 121287
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.0045788 0.0071483 0.0033681 0.0033681 257415 20668387 0.0124545 867 120420 256548 20290552
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 190384 20668387 0.0092114 0 0 190384 20478003
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 3 Mast_cells Mast_cells NA NA 0.0000000 0.0000000 3493 20668387 0.0001690 0 0 3493 20664894
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 4 Monocytes Monocytes NA NA 0.0000000 0.0000000 297375 20668387 0.0143879 0 0 297375 20371012
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.8773477 0.8444900 0.9128658 0.9128658 1240455 20668387 0.0600170 1132369 208522 108086 19219410
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 6 ungated ungated 0.9751276 0.9617508 0.9888818 0.9888818 18679265 20668387 0.9037602 18471586 734623 207679 1254499
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.4912309 0.3381229 0.8977458 0.8977458 237428 20333767 0.0116765 213150 417242 24278 19679097
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 0.5348916 0.4811783 0.6021036 0.6021036 189391 20333767 0.0093141 114033 122954 75358 20021422
dataset_name-flowcyt_seed-42 lda num-1 run0 3 Mast_cells Mast_cells 0.6122285 0.4747349 0.8618347 0.8618347 3532 20333767 0.0001737 3044 3368 488 20326867
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 0.6225412 0.6164734 0.6287296 0.6287296 293293 20333767 0.0144239 184402 114722 108891 19925752
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.6811021 0.6385820 0.7296885 0.7296885 978264 20333767 0.0481103 713828 404005 264436 18951498
dataset_name-flowcyt_seed-42 lda num-1 run0 6 ungated ungated 0.9591216 0.9747722 0.9439656 0.9439656 18631859 20333767 0.9163014 17587834 455185 1044025 1246723
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.4578177 0.3509808 0.6581577 0.6581577 215930 19937763 0.0108302 142116 262795 73814 19459038
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 0.5014703 0.4613932 0.5491721 0.5491721 191745 19937763 0.0096172 105301 122923 86444 19623095
dataset_name-flowcyt_seed-42 lda num-2 run0 3 Mast_cells Mast_cells 0.3551145 0.2183707 0.9500141 0.9500141 3541 19937763 0.0001776 3364 12041 177 19922181
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 0.6371393 0.5571531 0.7439411 0.7439411 297416 19937763 0.0149172 221260 175866 76156 19464481
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.7020241 0.5860630 0.8751938 0.8751938 1182209 19937763 0.0592950 1034662 730783 147547 18024771
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 0.9528726 0.9784731 0.9285776 0.9285776 18046922 19937763 0.9051628 16757968 368684 1288954 1522157
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.4956518 0.3614089 0.7885553 0.7885553 249862 20554679 0.0121560 197030 348142 52832 19956675
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 0.4245585 0.4461985 0.4049204 0.4049204 200269 20554679 0.0097432 81093 100649 119176 20253761
dataset_name-flowcyt_seed-42 lda num-3 run0 3 Mast_cells Mast_cells 0.7043219 0.7451908 0.6677027 0.6677027 3539 20554679 0.0001722 2363 808 1176 20550332
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 0.6535404 0.5907735 0.7312300 0.7312300 296391 20554679 0.0144196 216730 150128 79661 20108160
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.6922488 0.5794550 0.8595680 0.8595680 1194799 20554679 0.0581278 1027011 745363 167788 18614517
dataset_name-flowcyt_seed-42 lda num-3 run0 6 ungated ungated 0.9521646 0.9770506 0.9285148 0.9285148 18609819 20554679 0.9053812 17279493 405869 1330326 1538991
dataset_name-flowcyt_seed-42 lda num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.5370240 0.3744446 0.9491211 0.9491211 246114 19931427 0.0123480 233592 390244 12522 19295069
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 0.5009922 0.5034138 0.4985938 0.4985938 178492 19931427 0.0089553 88995 87788 89497 19665147
dataset_name-flowcyt_seed-42 lda num-4 run0 3 Mast_cells Mast_cells 0.6082848 0.4869810 0.8100673 0.8100673 3417 19931427 0.0001714 2768 2916 649 19925094
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 0.6495059 0.5099378 0.8942622 0.8942622 271237 19931427 0.0136085 242557 233103 28680 19427087
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.7246570 0.6220331 0.8678334 0.8678334 1214051 19931427 0.0609114 1053594 640197 160457 18077179
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 0.9536845 0.9835635 0.9255674 0.9255674 18018116 19931427 0.9040053 16676981 278692 1341135 1634619
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.4819673 0.3453583 0.7973746 0.7973746 217875 20343658 0.0107097 173728 329309 44147 19796474
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 0.4174940 0.4971696 0.3598285 0.3598285 179152 20343658 0.0088063 64464 65198 114688 20099308
dataset_name-flowcyt_seed-42 lda num-5 run0 3 Mast_cells Mast_cells 0.6111111 0.4848024 0.8264249 0.8264249 3474 20343658 0.0001708 2871 3051 603 20337133
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 0.6458839 0.6197810 0.6742823 0.6742823 288879 20343658 0.0142000 194786 119496 94093 19935283
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.6720323 0.5395374 0.8907831 0.8907831 1170149 20343658 0.0575191 1042349 889582 127800 18283927
dataset_name-flowcyt_seed-42 lda num-5 run0 6 ungated ungated 0.9511517 0.9790808 0.9247717 0.9247717 18484129 20343658 0.9085942 17093600 365224 1390529 1494305
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 0.0226507 0.0121603 0.1649520 0.1649520 259336 21044883 0.0123230 42778 3475074 216558 17310473
dataset_name-flowcyt_seed-42 random num-1 run0 2 HSPCs HSPCs 0.0183367 0.0096997 0.1673554 0.1673554 202796 21044883 0.0096364 33939 3465024 168857 17377063
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 0.0003385 0.0001694 0.1661538 0.1661538 3575 21044883 0.0001699 594 3505219 2981 17536089
dataset_name-flowcyt_seed-42 random num-1 run0 4 Monocytes Monocytes 0.0266096 0.0144626 0.1661989 0.1661989 304286 21044883 0.0144589 50572 3446173 253714 17294424
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 0.0891454 0.0608291 0.1667843 0.1667843 1282093 21044883 0.0609218 213833 3301474 1068260 16461316
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 0.2814891 0.9022769 0.1667566 0.1667566 18992797 21044883 0.9024900 3167175 343028 15825622 1709058
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 0.0231122 0.0124269 0.1649236 0.1649236 255106 20254822 0.0125948 42073 3343576 213033 16656140
dataset_name-flowcyt_seed-42 random num-2 run0 2 HSPCs HSPCs 0.0185104 0.0097976 0.1671810 0.1671810 197361 20254822 0.0097439 32995 3334670 164366 16722791
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 0.0003469 0.0001737 0.1654900 0.1654900 3541 20254822 0.0001748 586 3373958 2955 16877323
dataset_name-flowcyt_seed-42 random num-2 run0 4 Monocytes Monocytes 0.0272327 0.0148328 0.1660302 0.1660302 300632 20254822 0.0148425 49914 3315188 250718 16639002
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 0.0896424 0.0612910 0.1667980 0.1667980 1243222 20254822 0.0613791 207367 3175950 1035855 15835650
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 0.2814345 0.9010408 0.1667605 0.1667605 18254960 20254822 0.9012649 3044207 334338 15210753 1665524
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 0.0235323 0.0126692 0.1650753 0.1650753 267066 20817600 0.0128289 44086 3435691 222980 17114843
dataset_name-flowcyt_seed-42 random num-3 run0 2 HSPCs HSPCs 0.0184864 0.0097841 0.1671941 0.1671941 202543 20817600 0.0097294 33864 3427254 168679 17187803
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 0.0003387 0.0001695 0.1655405 0.1655405 3552 20817600 0.0001706 588 3467552 2964 17346496
dataset_name-flowcyt_seed-42 random num-3 run0 4 Monocytes Monocytes 0.0268300 0.0145928 0.1662073 0.1662073 303693 20817600 0.0145883 50476 3408491 253217 17105416
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 0.0896189 0.0612687 0.1668007 0.1668007 1277273 20817600 0.0613554 213050 3264256 1064223 16276071
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 0.2814321 0.9011134 0.1667564 0.1667564 18763473 20817600 0.9013274 3128929 343363 15634544 1710764
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 0.0240382 0.0129624 0.1651714 0.1651714 265954 20273915 0.0131180 43928 3344962 222026 16662999
dataset_name-flowcyt_seed-42 random num-4 run0 2 HSPCs HSPCs 0.0178096 0.0094051 0.1674015 0.1674015 189377 20273915 0.0093409 31702 3339022 157675 16745516
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 0.0003330 0.0001667 0.1645718 0.1645718 3421 20273915 0.0001687 563 3377182 2858 16893312
dataset_name-flowcyt_seed-42 random num-4 run0 4 Monocytes Monocytes 0.0252350 0.0136521 0.1664947 0.1664947 276189 20273915 0.0136229 45984 3322294 230205 16675432
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 0.0906453 0.0622293 0.1668214 0.1668214 1263273 20273915 0.0623103 210741 3175781 1052532 15834861
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 0.2814436 0.9012111 0.1667611 0.1667611 18275701 20273915 0.9014392 3047676 334080 15228025 1664134
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 0.0228729 0.0122886 0.1649282 0.1649282 257415 20668387 0.0124545 42455 3412379 214960 16998593
dataset_name-flowcyt_seed-42 random num-5 run0 2 HSPCs HSPCs 0.0175801 0.0092771 0.1674405 0.1674405 190384 20668387 0.0092114 31878 3404340 158506 17073663
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 0.0003348 0.0001676 0.1651875 0.1651875 3493 20668387 0.0001690 577 3442858 2916 17222036
dataset_name-flowcyt_seed-42 random num-5 run0 4 Monocytes Monocytes 0.0264572 0.0143741 0.1659891 0.1659891 297375 20668387 0.0143879 49361 3384656 248014 16986356
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 0.0881883 0.0599379 0.1668106 0.1668106 1240455 20668387 0.0600170 206921 3245333 1033534 16182599
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 0.2815598 0.9035259 0.1667636 0.1667636 18679265 20668387 0.9037602 3115022 332607 15564243 1656515

Run-level Metrics

dataset model crossvalidation run_id n_cells f1_macro precision_macro recall_macro accuracy mcc pop_freq_corr overlap runtime_seconds scalability_seconds_per_item throughput_events_per_sec
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2828901 0.7335157 0.7559645 0.6835958 0.8228566 0.8019657 0.9878676 0.9200000 3.4609867 1.2e-06 817368.3
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2768169 0.7236484 0.8053600 0.6386719 0.8243326 0.8038608 0.9706405 0.8800000 2.8544570 1.0e-06 969770.8
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2830864 0.7110246 0.7264353 0.5924259 0.7748094 0.7509600 0.9315730 0.8000000 3.4271516 1.2e-06 826010.7
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2817387 0.6873069 0.7270290 0.5883712 0.7669738 0.7428443 0.9215310 0.8400000 4.2980428 1.5e-06 655504.6
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2800058 0.7403914 0.7785884 0.6101132 0.8337534 0.8134725 0.9824542 0.8800000 5.3445638 1.9e-06 523907.7
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2732233 0.5676806 0.5637123 0.6277153 0.6921782 0.6687033 0.8190460 0.9200000 3.7555299 1.4e-06 727522.6
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2703551 0.5730718 0.5714490 0.6502255 0.7031745 0.6813578 0.8095334 0.9600000 5.7843661 2.1e-06 467389.3
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2766411 0.6229401 0.5987587 0.5816310 0.6910994 0.6659579 0.8238020 0.8000000 4.1096372 1.5e-06 673152.1
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2717047 0.6446028 0.6419373 0.6106031 0.7519778 0.7280054 0.9012268 0.8400000 3.8399761 1.4e-06 707568.7
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2661403 0.6094813 0.6055854 0.5944432 0.7244994 0.6959293 0.9258522 0.8800000 4.4614447 1.7e-06 596533.9
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2828901 0.6535539 0.6760195 0.6293981 0.7760445 0.7503357 0.9796277 0.9200000 2.8284879 1.0e-06 1000146.1
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2768169 0.6090458 0.7195963 0.5908725 0.7887427 0.7646393 0.9574845 0.9600000 3.2218945 1.2e-06 859174.3
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2830864 0.6595081 0.6777353 0.5510436 0.7448768 0.7170825 0.9302184 0.8000000 6.8568896 2.4e-06 412849.6
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2817387 0.6072519 0.6823319 0.5139012 0.7236936 0.6929368 0.9205682 0.8400000 3.0659108 1.1e-06 918939.7
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2800058 0.6707644 0.7220222 0.5926939 0.8037148 0.7797235 0.9809027 0.8800000 3.7677732 1.3e-06 743159.9
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2383256 0.5256384 0.5149226 0.5902410 0.6796756 0.6435262 0.9190254 0.9200000 3.6318281 1.5e-06 656213.9
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2354472 0.4716934 0.4699671 0.5007845 0.6508338 0.6118113 0.9132859 0.9600000 4.5887966 1.9e-06 513091.4
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2533024 0.5132019 0.4962583 0.4646324 0.6382265 0.5983427 0.9142186 0.8000000 3.5236263 1.4e-06 718868.5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2351465 0.4849242 0.4896108 0.4721149 0.6239910 0.5798648 0.9414703 0.8400000 3.9568823 1.7e-06 594272.2
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2296980 0.5187829 0.5196412 0.5211477 0.6626096 0.6208421 0.9335965 0.8800000 3.7867588 1.6e-06 606582.1
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2828901 0.0318165 0.0433178 0.0401473 0.0433614 -0.0001127 0.2174717 0.9200000 2.4376779 9.0e-07 1160490.1
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2768169 0.0299514 0.0415789 0.0397447 0.0416651 -0.0000393 0.1552922 0.9600000 2.3742872 9.0e-07 1165894.8
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2830864 0.0362830 0.0464953 0.0400843 0.0465134 0.0000743 0.2395174 0.8000000 2.2784725 8.0e-07 1242439.4
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2817387 0.0339380 0.0443919 0.0403500 0.0443326 0.0000741 0.1809576 0.8400000 2.0500071 7.0e-07 1374330.4
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2800058 0.0340263 0.0452701 0.0399243 0.0451823 -0.0000850 0.2655828 0.8800000 2.4279189 9.0e-07 1153274.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1536957 0.9788134 0.9784706 0.9792033 0.9884662 0.9843136 0.9999709 1.0000000 0.5673597 4.0e-07 2708964.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1356644 0.9859515 0.9875265 0.9844493 0.9918696 0.9889195 0.9999738 1.0000000 1.0760878 8.0e-07 1260718.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1408466 0.9824110 0.9856871 0.9794696 0.9907062 0.9870854 0.9999314 1.0000000 1.1949202 8.0e-07 1178711.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1421911 0.9848622 0.9869860 0.9828729 0.9923589 0.9893510 0.9999688 1.0000000 1.1785154 8.0e-07 1206527.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1404771 0.9882682 0.9898873 0.9867210 0.9933356 0.9910907 0.9999798 1.0000000 0.7013000 5.0e-07 2003095.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1515011 0.9059392 0.9080775 0.9070009 0.9460248 0.9267130 0.9978976 1.0000000 1.0852867 7.0e-07 1395954.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1250408 0.8332384 0.8478150 0.8237117 0.9235130 0.8939728 0.9967510 1.0000000 1.4131364 1.1e-06 884845.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1308093 0.7959583 0.8439515 0.8059428 0.8865348 0.8435490 0.9709258 1.0000000 1.8861013 1.4e-06 693543.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1392140 0.8977493 0.9080976 0.9010171 0.9449265 0.9234260 0.9943571 1.0000000 1.3106937 9.0e-07 1062139.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1388241 0.9272652 0.9279480 0.9298200 0.9540411 0.9389614 0.9961402 1.0000000 1.8475796 1.3e-06 751383.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1536957 0.7981546 0.8570732 0.8178315 0.9149703 0.8866308 0.9802832 1.0000000 0.7762480 5.0e-07 1979981.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1356644 0.7965574 0.8311145 0.8106412 0.9165654 0.8870332 0.9895381 1.0000000 1.0276248 8.0e-07 1320174.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1408466 0.9121015 0.9311459 0.9012399 0.9524660 0.9340283 0.9978162 1.0000000 1.7350259 1.2e-06 811783.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1421911 0.8847030 0.8913311 0.8787284 0.9382739 0.9135859 0.9996866 1.0000000 1.2092653 9.0e-07 1175847.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1404771 0.8447681 0.8879233 0.8468018 0.9428156 0.9244635 0.9900600 1.0000000 0.8666094 6.0e-07 1620996.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1474730 0.8381507 0.8496061 0.8360398 0.9264313 0.8991079 0.9968204 1.0000000 1.1717957 8.0e-07 1258521.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1277454 0.7953271 0.8226323 0.7807490 0.8966272 0.8553937 0.9936120 1.0000000 0.9267566 7.0e-07 1378413.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1336985 0.7708132 0.8392424 0.7308850 0.8654001 0.8056892 0.9987549 1.0000000 1.4724708 1.1e-06 907987.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1366285 0.7797132 0.8308122 0.7438148 0.8673527 0.8093712 0.9980795 1.0000000 1.3533468 1.0e-06 1009560.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1306981 0.8314157 0.8500004 0.8242330 0.9285575 0.9023502 0.9961762 1.0000000 1.7653523 1.4e-06 740351.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1536957 0.1489132 0.1662378 0.1661402 0.1664438 -0.0005483 0.3389063 1.0000000 0.6804603 4.0e-07 2258702.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1356644 0.1483342 0.1663333 0.1664643 0.1664423 -0.0004282 0.1727474 1.0000000 0.7707509 6.0e-07 1760158.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1408466 0.1472247 0.1668694 0.1666830 0.1671109 0.0002625 0.3795351 1.0000000 1.9962958 1.4e-06 705539.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1421911 0.1460036 0.1663861 0.1661508 0.1662432 -0.0003611 -0.2274136 1.0000000 0.6092935 4.0e-07 2333704.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1404771 0.1501866 0.1664300 0.1664958 0.1664798 -0.0003007 0.0922243 1.0000000 1.0920946 8.0e-07 1286308.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1536957 0.8566528 0.9431025 0.8552857 0.9465027 0.9283162 0.9907835 1.0000000 2.5907849 1.7e-06 593239.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1471041 0.8218712 0.9266891 0.8331812 0.9353995 0.9158574 0.9870537 1.0000000 0.9813332 7.0e-07 1499022.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1356644 0.8980003 0.9564011 0.8805028 0.9524776 0.9355303 0.9971687 1.0000000 0.6064365 4.0e-07 2237075.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1421911 0.9376500 0.9495448 0.9295286 0.9695227 0.9575450 0.9993625 1.0000000 1.2392549 9.0e-07 1147391.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1408466 0.8965680 0.9356604 0.8764348 0.9431900 0.9208755 0.9982749 1.0000000 1.8460573 1.3e-06 762959.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1512289 0.9105662 0.9106681 0.9121951 0.9477977 0.9292321 0.9987123 1.0000000 1.4859792 1.0e-06 1017705.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1447962 0.9221425 0.9370390 0.9128409 0.9570348 0.9431971 0.9978163 1.0000000 1.5714976 1.1e-06 921389.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1258469 0.8027753 0.8503449 0.7974539 0.9172884 0.8866917 0.9895770 1.0000000 2.0596481 1.6e-06 611011.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1319896 0.8759237 0.8883646 0.8710202 0.9473633 0.9247500 0.9973872 1.0000000 2.2658354 1.7e-06 582520.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1310508 0.8175005 0.8616598 0.8560087 0.8983883 0.8628759 0.9591716 1.0000000 1.1092858 8.0e-07 1181397.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1536957 0.6145730 0.7039366 0.6278097 0.7676129 0.6785853 0.9908734 1.0000000 1.5276208 1.0e-06 1006111.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1471041 0.6114382 0.6929595 0.6076408 0.7500715 0.6621670 0.9959089 1.0000000 0.8240503 6.0e-07 1785135.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1356644 0.6567399 0.7242270 0.6609946 0.7941796 0.7154416 0.9887551 1.0000000 0.6658854 5.0e-07 2037353.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1421911 0.4907064 0.6295421 0.4722561 0.5239189 0.4269290 0.4498454 1.0000000 0.9414146 7.0e-07 1510398.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1408466 0.5594513 0.6537897 0.5338227 0.7027447 0.5730905 0.9837123 1.0000000 1.0522632 7.0e-07 1338511.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1394134 0.8120685 0.8172349 0.8115376 0.9152556 0.8821540 0.9979381 1.0000000 1.6270210 1.2e-06 856862.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1381663 0.7936460 0.8232990 0.7853999 0.9013993 0.8663358 0.9945390 1.0000000 1.7129590 1.2e-06 806594.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1295398 0.7765677 0.7965669 0.7656796 0.8792603 0.8322333 0.9927648 1.0000000 1.8480338 1.4e-06 700960.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1364702 0.7586627 0.8249414 0.7156712 0.8521787 0.7873404 0.9977512 1.0000000 1.1716755 9.0e-07 1164744.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1348638 0.7684477 0.8193940 0.7443513 0.8729103 0.8178771 0.9960840 1.0000000 1.2274431 9.0e-07 1098737.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1536957 0.1490982 0.1664294 0.1664988 0.1665369 -0.0003046 0.1783847 1.0000000 1.1422074 7.0e-07 1345602.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1471041 0.1523393 0.1668954 0.1670517 0.1669573 0.0002878 0.1198145 1.0000000 0.6647349 5.0e-07 2212974.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1356644 0.1483304 0.1663984 0.1664104 0.1664593 -0.0003419 0.0937224 1.0000000 0.7099462 5.0e-07 1910910.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1421911 0.1461831 0.1664354 0.1665476 0.1665575 -0.0002987 0.1920265 1.0000000 0.6453374 5.0e-07 2203360.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1408466 0.1470831 0.1666028 0.1666159 0.1667921 -0.0000825 0.2982063 1.0000000 1.3166994 9.0e-07 1069694.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1536957 0.9658238 0.9684357 0.9633243 0.9814510 0.9747479 0.9999766 1.0000000 1.1917567 8.0e-07 1289656.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1471041 0.9625982 0.9699873 0.9566284 0.9795342 0.9729155 0.9996572 1.0000000 0.9134614 6.0e-07 1610403.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1356644 0.9524187 0.9702684 0.9398864 0.9756686 0.9668535 0.9995303 1.0000000 0.5615446 4.0e-07 2415914.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1421911 0.9709401 0.9745778 0.9678213 0.9858585 0.9803040 0.9998847 1.0000000 0.9250215 7.0e-07 1537165.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1408466 0.9683430 0.9752015 0.9627553 0.9836581 0.9772945 0.9997702 1.0000000 1.5305504 1.1e-06 920235.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1514020 0.9224694 0.9216948 0.9249776 0.9552668 0.9393457 0.9987932 1.0000000 1.9318951 1.3e-06 783696.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1351843 0.8119553 0.8472129 0.8278023 0.8879574 0.8566582 0.9509692 1.0000000 1.9357072 1.4e-06 698371.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1243004 0.8575828 0.8744718 0.8460968 0.9365087 0.9118329 0.9980338 1.0000000 2.2349891 1.8e-06 556156.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1398810 0.8913680 0.9065314 0.8947272 0.9408176 0.9183502 0.9912691 1.0000000 2.2194705 1.6e-06 630244.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1307956 0.8466785 0.8718562 0.8843564 0.9174384 0.8871867 0.9742311 1.0000000 1.4136374 1.1e-06 925241.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1536957 0.7606621 0.8708229 0.7763492 0.8937147 0.8556327 0.9895236 1.0000000 1.6204344 1.1e-06 948484.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1471041 0.7589606 0.8025294 0.7645954 0.8777587 0.8379104 0.9907541 1.0000000 1.1545350 8.0e-07 1274141.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1356644 0.8095007 0.8191325 0.8031889 0.8952422 0.8564317 0.9972660 1.0000000 1.5204702 1.1e-06 892253.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1421911 0.7299054 0.7186739 0.7488094 0.8254089 0.7645400 0.9911015 1.0000000 0.7704633 5.0e-07 1845527.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1408466 0.7919339 0.8160650 0.7763608 0.8671803 0.8136451 0.9956962 1.0000000 1.6774520 1.2e-06 839646.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1487478 0.8351245 0.8440584 0.8339285 0.9209098 0.8920843 0.9962531 1.0000000 1.4579790 1.0e-06 1020232.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1378493 0.8010661 0.8289779 0.7963298 0.9089883 0.8770230 0.9937856 1.0000000 1.1824781 9.0e-07 1165766.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1286106 0.7951720 0.8183485 0.7822544 0.8936915 0.8518932 0.9930844 1.0000000 1.3298316 1.0e-06 967119.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1368039 0.7774944 0.8282505 0.7411334 0.8636143 0.8040695 0.9977467 1.0000000 1.0747718 8.0e-07 1272864.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1343879 0.7784796 0.8396236 0.7424196 0.8706900 0.8139618 0.9985163 1.0000000 1.3691955 1.0e-06 981510.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1536957 0.1489268 0.1665421 0.1665124 0.1660534 -0.0001607 -0.8007254 1.0000000 1.1651383 8.0e-07 1319119.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1471041 0.1521661 0.1669879 0.1670163 0.1665487 0.0004054 -0.8461096 1.0000000 0.7952297 5.0e-07 1849831.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1356644 0.1485226 0.1668237 0.1667238 0.1663531 0.0001991 -0.7335041 1.0000000 0.5715461 4.0e-07 2373638.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1421911 0.1462466 0.1667635 0.1668852 0.1662692 0.0001241 -0.7774726 1.0000000 0.6357620 4.0e-07 2236546.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1408466 0.1465119 0.1664433 0.1663273 0.1659167 -0.0002884 -0.8294827 1.0000000 1.0900047 8.0e-07 1292165.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1536957 0.9765047 0.9758190 0.9772781 0.9871844 0.9825729 0.9999541 1.0000000 1.5332359 1.0e-06 1002426.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1471041 0.9779889 0.9818794 0.9745668 0.9875877 0.9835771 0.9998565 1.0000000 0.7239819 5.0e-07 2031875.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1356644 0.9815454 0.9829065 0.9802333 0.9895942 0.9858151 0.9999780 1.0000000 2.1956625 1.6e-06 617874.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1421911 0.9795473 0.9824125 0.9769325 0.9899755 0.9860307 0.9999443 1.0000000 0.8348893 6.0e-07 1703113.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1408466 0.9785476 0.9820566 0.9754444 0.9888233 0.9844696 0.9999118 1.0000000 1.3883545 1.0e-06 1014485.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1515146 0.9093573 0.9117413 0.9090868 0.9482849 0.9297130 0.9984871 1.0000000 1.8201343 1.2e-06 832436.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1352202 0.8020278 0.8478847 0.8252335 0.8828001 0.8512736 0.9351952 1.0000000 1.8701480 1.4e-06 723045.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1251090 0.8321384 0.8457605 0.8233735 0.9222902 0.8923386 0.9965244 1.0000000 1.1791005 9.0e-07 1061054.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1392291 0.8975473 0.9081216 0.9005561 0.9446675 0.9230724 0.9943119 1.0000000 1.9684144 1.4e-06 707316.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1306550 0.7996552 0.8446774 0.8079094 0.8890651 0.8465565 0.9737897 1.0000000 1.6710396 1.3e-06 781878.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1536957 0.8505689 0.8946003 0.8485661 0.9405221 0.9197265 0.9929486 1.0000000 1.4809483 1.0e-06 1037819.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1471041 0.8140739 0.8521380 0.8257173 0.9175421 0.8929282 0.9770910 1.0000000 0.8200770 6.0e-07 1793783.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1356644 0.8566520 0.8650192 0.8498144 0.9218535 0.8929998 0.9991988 1.0000000 1.3733122 1.0e-06 987862.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1421911 0.8798267 0.8990012 0.8718737 0.9420358 0.9194765 0.9968028 1.0000000 0.6883799 5.0e-07 2065590.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1408466 0.8475183 0.8910716 0.8227961 0.9069229 0.8699808 0.9966930 1.0000000 1.1167898 8.0e-07 1261173.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1473864 0.8408636 0.8511587 0.8388831 0.9268277 0.8996219 0.9969685 1.0000000 1.7775785 1.2e-06 829141.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1394404 0.8042446 0.8261443 0.7957553 0.9036535 0.8699232 0.9950769 1.0000000 1.2685727 9.0e-07 1099191.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1266355 0.8042969 0.8335385 0.7884038 0.9017803 0.8621617 0.9941036 1.0000000 1.5580565 1.2e-06 812778.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1365149 0.7839255 0.8320387 0.7496953 0.8711034 0.8147396 0.9981502 1.0000000 2.6447898 1.9e-06 516165.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1334086 0.7658649 0.8405247 0.7231777 0.8611229 0.7992929 0.9987070 1.0000000 1.3117526 1.0e-06 1017025.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1536957 0.1494632 0.1668944 0.1668670 0.1670574 0.0002921 0.2662461 1.0000000 1.1599994 8.0e-07 1324963.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1471041 0.1519477 0.1665869 0.1665698 0.1666765 -0.0001003 0.1721558 1.0000000 0.7226311 5.0e-07 2035673.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1356644 0.1482397 0.1664611 0.1661344 0.1665352 -0.0002627 0.1156532 1.0000000 1.0113487 7.0e-07 1341420.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1421911 0.1459001 0.1665083 0.1663545 0.1659886 -0.0002067 -0.8166021 1.0000000 0.6070688 4.0e-07 2342256.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1408466 0.1470069 0.1667058 0.1666586 0.1668226 0.0000521 0.1820780 1.0000000 1.0630324 8.0e-07 1324951.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1536957 0.9558620 0.9589602 0.9529512 0.9762648 0.9676820 0.9999619 1.0000000 2.9613371 1.9e-06 519007.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1471041 0.9549657 0.9687539 0.9452169 0.9758668 0.9680886 0.9992739 1.0000000 1.3886686 9.0e-07 1059317.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1356644 0.9401974 0.9630050 0.9258802 0.9699560 0.9590768 0.9993194 1.0000000 1.4102465 1.0e-06 961990.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1421911 0.9633213 0.9713004 0.9571319 0.9824659 0.9755883 0.9996874 1.0000000 1.1071643 8.0e-07 1284281.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1408466 0.9638206 0.9705640 0.9587404 0.9813229 0.9740818 0.9996116 1.0000000 1.6113043 1.1e-06 874115.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1512610 0.8956754 0.8984193 0.9010851 0.9395766 0.9184161 0.9950347 1.0000000 1.9074740 1.3e-06 792991.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1337621 0.8348650 0.8665740 0.8468977 0.9055271 0.8781098 0.9621813 1.0000000 1.4746676 1.1e-06 907066.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1243892 0.8759549 0.8761406 0.8950882 0.9375476 0.9138022 0.9931528 1.0000000 0.8463586 7.0e-07 1469698.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1308834 0.9132164 0.9199452 0.9121993 0.9638403 0.9480590 0.9983718 1.0000000 1.6686264 1.3e-06 784378.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1308631 0.8048468 0.8464452 0.8131174 0.8920314 0.8505898 0.9754345 1.0000000 1.0814415 8.0e-07 1210080.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1536957 0.7448288 0.8137493 0.7661856 0.8849031 0.8439100 0.9865398 1.0000000 1.2473548 8.0e-07 1232173.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1471041 0.7744058 0.7918640 0.7788617 0.8688731 0.8272692 0.9857664 1.0000000 1.4015797 1.0e-06 1049559.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1356644 0.7271661 0.7773808 0.7397633 0.8544113 0.8034847 0.9711864 1.0000000 0.9891496 7.0e-07 1371525.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1421911 0.7170088 0.8386887 0.7344536 0.8583751 0.8043792 0.9794513 1.0000000 0.6163309 4.0e-07 2307057.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1408466 0.7061555 0.7699109 0.6946645 0.8412102 0.7767261 0.9914444 1.0000000 1.2275373 9.0e-07 1147391.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1489534 0.8312807 0.8395616 0.8299960 0.9200904 0.8907641 0.9970944 1.0000000 2.2590806 1.5e-06 659354.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1391385 0.8010608 0.8247893 0.7935029 0.9016246 0.8674306 0.9930168 1.0000000 1.6795790 1.2e-06 828413.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1290216 0.7810091 0.8070227 0.7679372 0.8838450 0.8385250 0.9907948 1.0000000 0.9457882 7.0e-07 1364170.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1368401 0.7881468 0.8313302 0.7562072 0.8723174 0.8168585 0.9981362 1.0000000 1.5005959 1.1e-06 911905.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1345568 0.7620424 0.8321925 0.7200993 0.8552686 0.7917576 0.9984428 1.0000000 1.0520868 8.0e-07 1278951.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1536957 0.1496944 0.1671157 0.1670917 0.1672669 0.0005744 0.2473304 1.0000000 1.3451203 9.0e-07 1142616.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1471041 0.1519613 0.1665976 0.1665687 0.1666990 -0.0000877 0.1959986 1.0000000 0.9840790 7.0e-07 1494840.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1356644 0.1485226 0.1668237 0.1667238 0.1663531 0.0001991 -0.7335041 1.0000000 0.6780386 5.0e-07 2000835.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1421911 0.1464104 0.1669354 0.1669645 0.1664317 0.0003471 -0.7932201 1.0000000 0.5237612 4.0e-07 2714807.7
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1408466 0.1469130 0.1666326 0.1665110 0.1667601 -0.0000440 0.2009115 1.0000000 1.0483143 7.0e-07 1343553.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1536957 0.9754012 0.9766944 0.9741432 0.9865644 0.9817179 0.9999822 1.0000000 1.4019435 9.0e-07 1096304.5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1471041 0.9731355 0.9786016 0.9685302 0.9850623 0.9802380 0.9997638 1.0000000 1.6641399 1.1e-06 883964.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1356644 0.9788173 0.9808108 0.9769333 0.9881701 0.9838744 0.9999664 1.0000000 0.7190360 5.0e-07 1886754.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1421911 0.9772292 0.9806901 0.9741261 0.9888312 0.9844374 0.9999234 1.0000000 1.2555136 9.0e-07 1132533.3
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1408466 0.9765843 0.9802152 0.9733295 0.9878684 0.9831355 0.9999292 1.0000000 1.6911673 1.2e-06 832836.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1515177 0.9199604 0.9196909 0.9225348 0.9533975 0.9367676 0.9985662 1.0000000 1.4371228 9.0e-07 1054312.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1359224 0.8071882 0.8491302 0.8287905 0.8862241 0.8550266 0.9415134 1.0000000 1.6855197 1.2e-06 806412.4
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1247540 0.8324192 0.8470526 0.8229693 0.9240321 0.8945693 0.9968191 1.0000000 1.0903958 9.0e-07 1144116.6
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1392042 0.8944238 0.9077153 0.8966502 0.9433092 0.9211788 0.9937577 1.0000000 1.4340084 1.0e-06 970734.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1307120 0.7975442 0.8440900 0.8070208 0.8876530 0.8448460 0.9722393 1.0000000 1.2261777 9.0e-07 1066011.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1536957 0.8266440 0.8349944 0.8339983 0.9126696 0.8826998 0.9904293 1.0000000 1.5771815 1.0e-06 974495.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1471041 0.7762072 0.8390130 0.7927621 0.9043235 0.8742849 0.9857436 1.0000000 0.9138382 6.0e-07 1609739.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1356644 0.8034568 0.8572434 0.8058724 0.9139494 0.8835604 0.9885891 1.0000000 0.8014736 6.0e-07 1692687.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1421911 0.8098830 0.8505195 0.7953978 0.9103952 0.8743024 0.9977395 1.0000000 0.8710967 6.0e-07 1632322.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1408466 0.7747442 0.8461790 0.7712591 0.8951391 0.8542401 0.9915583 1.0000000 3.3187936 2.4e-06 424391.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1477008 0.8435467 0.8516366 0.8423671 0.9254730 0.8979555 0.9968862 1.0000000 1.1721242 8.0e-07 1260112.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1379095 0.8013905 0.8288099 0.7923963 0.9052850 0.8716292 0.9949043 1.0000000 2.3254980 1.7e-06 593032.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1269959 0.8038351 0.8303250 0.7893043 0.9014992 0.8621209 0.9935246 1.0000000 1.2272232 1.0e-06 1034823.2
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1366113 0.7777388 0.8297813 0.7411771 0.8655814 0.8068175 0.9979406 1.0000000 2.1508714 1.6e-06 635144.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1332954 0.7688201 0.8405533 0.7277624 0.8635407 0.8028037 0.9986574 1.0000000 5.2992182 4.0e-06 251537.9
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1536957 0.1492524 0.1665576 0.1666738 0.1666768 -0.0001396 0.1960360 1.0000000 1.3149106 9.0e-07 1168868.0
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1471041 0.1517957 0.1663983 0.1663135 0.1665915 -0.0003377 0.3711602 1.0000000 0.8896234 6.0e-07 1653554.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1356644 0.1485025 0.1666510 0.1663867 0.1668079 -0.0000200 0.2453611 1.0000000 0.7785140 6.0e-07 1742607.1
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1421911 0.1461491 0.1666910 0.1667736 0.1661757 0.0000302 -0.8104624 1.0000000 1.9140320 1.3e-06 742887.8
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1408466 0.1468418 0.1665674 0.1664230 0.1667019 -0.0001278 0.2113717 1.0000000 1.2268342 9.0e-07 1148049.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3804850 0.9809393 0.9792411 0.9830838 0.9911721 0.9882291 0.9998859 1.0000000 5.4309444 1.4e-06 700587.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3956437 0.9700911 0.9721743 0.9683088 0.9858218 0.9807979 0.9998982 1.0000000 2.1852081 6.0e-07 1810553.9
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3871161 0.9735910 0.9801347 0.9689752 0.9884123 0.9844942 0.9995866 1.0000000 2.7202234 7.0e-07 1423104.1
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3907351 0.9829736 0.9857601 0.9803884 0.9917172 0.9887943 0.9999618 1.0000000 5.8372477 1.5e-06 669382.4
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3978798 0.9811729 0.9830498 0.9794332 0.9909583 0.9878021 0.9999734 1.0000000 3.8032987 1.0e-06 1046144.0
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3768363 0.9297201 0.9266329 0.9363530 0.9590875 0.9455874 0.9978164 1.0000000 4.0717993 1.1e-06 925478.6
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3789323 0.8165056 0.8304379 0.8149654 0.9273036 0.9010358 0.9951819 1.0000000 5.9667608 1.6e-06 635072.0
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3586312 0.8058028 0.8355359 0.8075307 0.9291615 0.9046574 0.9908722 1.0000000 4.0178344 1.1e-06 892598.3
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3674391 0.8802242 0.9185411 0.8629628 0.9510335 0.9326031 0.9959158 1.0000000 5.2342611 1.4e-06 701988.5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3694040 0.8093709 0.8144881 0.8162087 0.9186138 0.8906352 0.9904744 1.0000000 4.9058504 1.3e-06 752986.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3804850 0.8656863 0.8682369 0.8696312 0.9250407 0.9003506 0.9970599 1.0000000 4.0392014 1.1e-06 941980.8
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3956437 0.7782863 0.7830582 0.8087535 0.9309265 0.9080374 0.9846000 1.0000000 4.5411186 1.1e-06 871247.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3871161 0.8669780 0.8685818 0.8680719 0.9309344 0.9074584 0.9988440 1.0000000 2.6132414 7.0e-07 1481363.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3907351 0.9069176 0.9203121 0.9057005 0.9548646 0.9396505 0.9964087 1.0000000 4.3656665 1.1e-06 895018.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3978798 0.8077867 0.8655169 0.8249153 0.9337818 0.9120526 0.9865740 1.0000000 2.8660009 7.0e-07 1388275.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3615263 0.7861955 0.8037900 0.7781127 0.8945059 0.8573024 0.9888850 1.0000000 3.5307622 1.0e-06 1023932.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3828528 0.7968994 0.8070991 0.8037761 0.9160186 0.8857343 0.9950001 1.0000000 5.8448428 1.5e-06 655026.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3629528 0.8005984 0.8216057 0.7893447 0.9130813 0.8798888 0.9995278 1.0000000 3.9169681 1.1e-06 926616.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3718230 0.8011500 0.8423081 0.7974160 0.9151395 0.8830859 0.9945624 1.0000000 5.1556679 1.4e-06 721192.7
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3792755 0.7508270 0.7787744 0.7492935 0.8684674 0.8207238 0.9850465 1.0000000 3.2693110 9.0e-07 1160108.3
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3804850 0.1474418 0.1662115 0.1663244 0.1659353 -0.0005770 -0.5489348 1.0000000 3.0202377 8.0e-07 1259784.9
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3956437 0.1471226 0.1665318 0.1664829 0.1660868 -0.0001712 -0.8476625 1.0000000 2.3494373 6.0e-07 1683993.4
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3871161 0.1481222 0.1669468 0.1668464 0.1669259 0.0003551 -0.0411196 1.0000000 1.6333294 4.0e-07 2370104.2
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3907351 0.1469698 0.1666656 0.1667315 0.1666349 -0.0000032 -0.0564468 1.0000000 3.9612767 1.0e-06 986386.8
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3978798 0.1473988 0.1664189 0.1665411 0.1663445 -0.0003147 -0.1442112 1.0000000 2.8170831 7.0e-07 1412382.2
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16665728 0.9136516 0.9733260 0.8310327 0.9953191 0.9924212 0.9999973 0.9285714 30.4429845 1.8e-06 547440.7
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16671781 0.9009517 0.9798892 0.8502417 0.9951817 0.9922008 0.9999973 0.9642857 34.3914978 2.1e-06 484764.6
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16028386 0.9535125 0.9954967 0.9476354 0.9990190 0.9984107 0.9999998 1.0000000 32.6744939 2.0e-06 490547.3
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16163956 0.9866685 0.9943277 0.9449539 0.9988931 0.9982068 0.9999997 0.9642857 32.4186649 2.0e-06 498600.3
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16114380 0.9912529 0.9958908 0.9516100 0.9991491 0.9986220 0.9999998 0.9642857 29.0515836 1.8e-06 554681.6
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16209847 0.7459621 0.7805243 0.7398309 0.9758692 0.9603054 0.9999258 0.9642857 37.4283763 2.3e-06 433089.8
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16287863 0.7322986 0.7808186 0.7506089 0.9785594 0.9647482 0.9999616 1.0000000 42.5557013 2.6e-06 382742.2
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15674629 0.7647662 0.8118864 0.7867288 0.9822276 0.9707195 0.9999664 1.0000000 27.6773001 1.8e-06 566335.2
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15734492 0.7472937 0.7941467 0.7632924 0.9818740 0.9700263 0.9999678 1.0000000 38.3955152 2.4e-06 409800.3
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15536797 0.7500602 0.7679620 0.7962405 0.9717357 0.9540055 0.9998148 1.0000000 33.1069521 2.1e-06 469291.1
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16665728 0.8498143 0.8802910 0.8072731 0.9867351 0.9785273 0.9999808 0.9642857 39.9578003 2.4e-06 417083.2
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16671781 0.8425547 0.8732662 0.8427336 0.9851102 0.9759054 0.9999632 1.0000000 37.5565956 2.3e-06 443910.9
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16028386 0.9075535 0.9224315 0.8979274 0.9926522 0.9880956 0.9999951 1.0000000 41.7686052 2.6e-06 383742.4
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16163956 0.9414517 0.9112055 0.9094471 0.9925745 0.9879701 0.9999952 1.0000000 38.9916080 2.4e-06 414549.6
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16114380 0.8890259 0.9067561 0.8907460 0.9899741 0.9837676 0.9999837 1.0000000 38.9499393 2.4e-06 413720.3
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16462252 0.7565899 0.7180610 0.7960735 0.9548875 0.9279131 0.9999282 0.9642857 48.6335299 3.0e-06 338495.9
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16524341 0.7936174 0.7744144 0.8293554 0.9695528 0.9505594 0.9999614 1.0000000 39.3436115 2.4e-06 420000.6
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15872550 0.7996602 0.7800956 0.8430323 0.9692627 0.9501340 0.9999548 1.0000000 53.5141159 3.4e-06 296604.9
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15982233 0.7990147 0.7680052 0.8520217 0.9664047 0.9457119 0.9999594 1.0000000 32.2257112 2.0e-06 495946.6
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15956885 0.8074728 0.7868454 0.8465937 0.9708117 0.9526112 0.9999665 1.0000000 38.0359780 2.4e-06 419520.8
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16665728 0.0168025 0.0370126 0.0340954 0.0357071 -0.0000226 0.0599713 0.9642857 20.6117511 1.2e-06 808554.7
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16671781 0.0159087 0.0356913 0.0346922 0.0344552 -0.0000289 -0.0090248 1.0000000 22.4614732 1.3e-06 742239.0
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16028386 0.0159825 0.0357631 0.0349827 0.0345471 0.0000608 0.0300470 1.0000000 25.0811381 1.6e-06 639061.4
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16163956 0.0159414 0.0357364 0.0346010 0.0345506 0.0000277 0.0803638 1.0000000 23.3811871 1.4e-06 691323.2
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16114380 0.0159446 0.0357579 0.0345812 0.0346608 0.0000548 0.2338896 1.0000000 21.4188680 1.3e-06 752345.1
dataset_name-Levine_seed-42 cyanno num-1 run0 191351 0.1551534 0.4763517 0.1262996 0.6198766 0.1879483 0.9880403 0.9333333 0.0765907 4.0e-07 2498356.9
dataset_name-Levine_seed-42 cyanno num-2 run0 74276 0.2928159 0.5051150 0.2474155 0.5724056 0.2649739 0.9957029 1.0000000 0.0296474 4.0e-07 2505313.5
dataset_name-Levine_seed-42 cygate num-1 run0 182013 0.4368996 0.3549158 0.7878671 0.4037459 0.4545768 0.0789249 1.0000000 0.2110311 1.2e-06 862493.9
dataset_name-Levine_seed-42 cygate num-2 run0 72900 0.5198211 0.4359045 0.8340280 0.4503704 0.4947306 0.1140431 1.0000000 0.0545095 7.0e-07 1337381.6
dataset_name-Levine_seed-42 dgcytof num-1 run0 191351 0.2633626 0.4065133 0.2027825 0.6135636 0.1101870 0.9783262 0.8000000 0.0710554 4.0e-07 2692983.7
dataset_name-Levine_seed-42 dgcytof num-2 run0 74276 0.3119162 0.4719433 0.2435752 0.5715170 0.1775895 0.9764122 0.8000000 0.0333143 4.0e-07 2229551.4
dataset_name-Levine_seed-42 lda num-1 run0 150932 0.3528812 0.3369556 0.4423515 0.5390971 0.2650200 0.9895701 1.0000000 0.1200038 8.0e-07 1257727.0
dataset_name-Levine_seed-42 lda num-2 run0 53148 0.4239944 0.3777098 0.6097165 0.4963686 0.3621150 0.9197537 1.0000000 0.0487067 9.0e-07 1091185.3
dataset_name-Levine_seed-42 random num-1 run0 191351 0.0348132 0.0666445 0.0645894 0.0669398 -0.0000332 0.2410758 1.0000000 0.1281297 7.0e-07 1493416.2
dataset_name-Levine_seed-42 random num-2 run0 74276 0.0376753 0.0662828 0.0625507 0.0666433 -0.0005191 0.1692527 1.0000000 0.0439192 6.0e-07 1691198.4
dataset_name-Samusik_seed-42 cyanno num-1 run0 755903 0.6942978 0.9246572 0.5957352 0.9244519 0.9047349 0.9999086 0.9200000 0.5403998 7.0e-07 1398784.7
dataset_name-Samusik_seed-42 cyanno num-2 run0 760931 0.7216283 0.9219092 0.6173319 0.9268370 0.9075062 0.9998559 0.9200000 0.5624630 7.0e-07 1352855.1
dataset_name-Samusik_seed-42 cyanno num-3 run0 757088 0.7314594 0.9199407 0.6377543 0.9271604 0.9079702 0.9998859 0.9200000 0.6134088 8.0e-07 1234230.8
dataset_name-Samusik_seed-42 cyanno num-4 run0 758138 0.7214991 0.9261221 0.6267892 0.9264487 0.9071223 0.9998998 0.9200000 0.5412328 7.0e-07 1400761.3
dataset_name-Samusik_seed-42 cyanno num-5 run0 764362 0.6850932 0.9258554 0.5893573 0.9246640 0.9050128 0.9999102 0.9200000 0.5052543 7.0e-07 1512826.4
dataset_name-Samusik_seed-42 cygate num-1 run0 733815 0.5812737 0.5102146 0.8355827 0.7017150 0.6994972 0.6685737 1.0000000 0.6802797 9.0e-07 1078696.1
dataset_name-Samusik_seed-42 cygate num-2 run0 706227 0.5951093 0.5196477 0.8562695 0.7279826 0.7247372 0.7171563 1.0000000 0.6426024 9.0e-07 1099010.9
dataset_name-Samusik_seed-42 cygate num-3 run0 733150 0.5854425 0.4932038 0.8212039 0.6959940 0.6941336 0.6681452 1.0000000 0.7070480 1.0e-06 1036916.9
dataset_name-Samusik_seed-42 cygate num-4 run0 721569 0.5846910 0.5078221 0.8565233 0.7122770 0.7104333 0.6900666 1.0000000 0.8089227 1.1e-06 892012.3
dataset_name-Samusik_seed-42 cygate num-5 run0 738262 0.6072418 0.5093747 0.8454708 0.7025622 0.7022152 0.6572345 1.0000000 0.8297371 1.1e-06 889754.1
dataset_name-Samusik_seed-42 dgcytof num-1 run0 755903 0.7221990 0.7808096 0.7050690 0.8962235 0.8712313 0.9985337 1.0000000 0.4518509 6.0e-07 1672903.7
dataset_name-Samusik_seed-42 dgcytof num-2 run0 760931 0.7128999 0.7448141 0.7048423 0.8848332 0.8575797 0.9970285 1.0000000 0.6574642 9.0e-07 1157372.5
dataset_name-Samusik_seed-42 dgcytof num-3 run0 757088 0.7718941 0.7903357 0.7396394 0.9000975 0.8761045 0.9983295 0.9600000 0.5031121 7.0e-07 1504809.8
dataset_name-Samusik_seed-42 dgcytof num-4 run0 758138 0.7321830 0.7688232 0.7209831 0.8950468 0.8692239 0.9993180 1.0000000 1.1332633 1.5e-06 668986.6
dataset_name-Samusik_seed-42 dgcytof num-5 run0 764362 0.7587404 0.8040164 0.7192458 0.8986606 0.8744246 0.9985536 0.9600000 0.4898502 6.0e-07 1560399.5
dataset_name-Samusik_seed-42 lda num-1 run0 574278 0.5154642 0.4682694 0.6425444 0.6972233 0.6300202 0.9914033 1.0000000 0.6550320 1.1e-06 876717.4
dataset_name-Samusik_seed-42 lda num-2 run0 538304 0.4877641 0.4721453 0.5606576 0.6800284 0.5868277 0.9881340 1.0000000 0.6211033 1.2e-06 866690.0
dataset_name-Samusik_seed-42 lda num-3 run0 529381 0.5091661 0.4737697 0.6139831 0.7038787 0.6325374 0.9928087 1.0000000 0.6214193 1.2e-06 851890.2
dataset_name-Samusik_seed-42 lda num-4 run0 507040 0.5095018 0.4714283 0.6158164 0.7015206 0.6274463 0.9981406 1.0000000 0.6042394 1.2e-06 839137.6
dataset_name-Samusik_seed-42 lda num-5 run0 550251 0.5331876 0.4964071 0.6074052 0.7055707 0.6337286 0.9974451 0.9600000 0.6156239 1.1e-06 893810.3
dataset_name-Samusik_seed-42 random num-1 run0 755903 0.0216813 0.0399638 0.0389090 0.0397141 -0.0000469 -0.2089410 1.0000000 0.4086865 5.0e-07 1849591.2
dataset_name-Samusik_seed-42 random num-2 run0 760931 0.0219292 0.0401403 0.0410146 0.0401311 0.0001603 -0.0075521 1.0000000 0.6961647 9.0e-07 1093032.9
dataset_name-Samusik_seed-42 random num-3 run0 757088 0.0220319 0.0401720 0.0397949 0.0399504 0.0001959 -0.1881272 1.0000000 0.5434998 7.0e-07 1392986.8
dataset_name-Samusik_seed-42 random num-4 run0 758138 0.0216870 0.0396104 0.0403864 0.0396709 -0.0004446 0.0510365 1.0000000 0.4617721 6.0e-07 1641801.3
dataset_name-Samusik_seed-42 random num-5 run0 764362 0.0220622 0.0401830 0.0408082 0.0401917 0.0002100 0.0068237 1.0000000 0.5103464 7.0e-07 1497731.6
dataset_name-Transformed_seed-42 cyanno num-1 run0 165885 0.8220793 0.9071562 0.7782691 0.9022033 0.8675436 0.9996301 1.0000000 0.1052757 6.0e-07 1575719.3
dataset_name-Transformed_seed-42 cyanno num-2 run0 160829 0.8826734 0.9184237 0.8551796 0.9207916 0.8933549 0.9993163 1.0000000 0.1610067 1.0e-06 998896.2
dataset_name-Transformed_seed-42 cyanno num-3 run0 163357 0.8710527 0.9094190 0.8467124 0.9193117 0.8913726 0.9995336 1.0000000 0.1535541 9.0e-07 1063840.2
dataset_name-Transformed_seed-42 cyanno num-4 run0 163801 0.8466264 0.9157838 0.8020635 0.8973694 0.8615598 0.9974582 1.0000000 0.1222369 7.0e-07 1340029.2
dataset_name-Transformed_seed-42 cyanno num-5 run0 161138 0.8593084 0.9085546 0.8309842 0.9131614 0.8831469 0.9994842 1.0000000 0.2137510 1.3e-06 753858.5
dataset_name-Transformed_seed-42 cygate num-1 run0 129918 0.8293428 0.8260931 0.8508377 0.8548238 0.8151108 0.9773333 1.0000000 0.1375629 1.1e-06 944425.9
dataset_name-Transformed_seed-42 cygate num-2 run0 158779 0.7782726 0.7873750 0.7721836 0.8313442 0.7732625 0.9989136 1.0000000 0.1880453 1.2e-06 844365.8
dataset_name-Transformed_seed-42 cygate num-3 run0 136527 0.8238803 0.8121363 0.8491632 0.8398485 0.7945793 0.9758936 1.0000000 0.1500531 1.1e-06 909857.8
dataset_name-Transformed_seed-42 cygate num-4 run0 142677 0.8431932 0.8401774 0.8528966 0.8695165 0.8292505 0.9914864 1.0000000 0.2104422 1.5e-06 677986.5
dataset_name-Transformed_seed-42 cygate num-5 run0 153417 0.8066204 0.8092770 0.8102611 0.8460601 0.7955518 0.9899215 1.0000000 0.1635234 1.1e-06 938196.2
dataset_name-Transformed_seed-42 dgcytof num-1 run0 165885 0.7615317 0.8026376 0.7531874 0.8223408 0.7666580 0.9722111 1.0000000 0.1437085 9.0e-07 1154316.0
dataset_name-Transformed_seed-42 dgcytof num-2 run0 160829 0.8376789 0.8565532 0.8225924 0.8704463 0.8276721 0.9866155 1.0000000 0.1186209 7.0e-07 1355823.5
dataset_name-Transformed_seed-42 dgcytof num-3 run0 163357 0.8021559 0.8259063 0.7986047 0.8405088 0.7897398 0.9734658 1.0000000 0.1239805 8.0e-07 1317602.7
dataset_name-Transformed_seed-42 dgcytof num-4 run0 163801 0.7702821 0.8434380 0.7573774 0.8687554 0.8243988 0.9960749 1.0000000 0.1165771 7.0e-07 1405086.7
dataset_name-Transformed_seed-42 dgcytof num-5 run0 161138 0.8285274 0.8576203 0.8070870 0.8795939 0.8387348 0.9995187 1.0000000 0.1169826 7.0e-07 1377452.3
dataset_name-Transformed_seed-42 lda num-1 run0 62691 0.7058419 0.6804608 0.7721408 0.8233399 0.7689956 0.9736697 1.0000000 0.0976953 1.6e-06 641699.3
dataset_name-Transformed_seed-42 lda num-2 run0 109307 0.7224529 0.7314677 0.7355784 0.8324353 0.7665856 0.9868147 1.0000000 0.1334458 1.2e-06 819111.4
dataset_name-Transformed_seed-42 lda num-3 run0 56914 0.6994181 0.7561434 0.7377706 0.8406016 0.7904131 0.9638663 1.0000000 0.0989958 1.7e-06 574913.0
dataset_name-Transformed_seed-42 lda num-4 run0 92497 0.7086492 0.6914691 0.7463108 0.8077343 0.7432738 0.9625323 1.0000000 0.1061522 1.1e-06 871362.1
dataset_name-Transformed_seed-42 lda num-5 run0 110391 0.6715961 0.7295702 0.6466238 0.7684050 0.6887022 0.9290716 1.0000000 0.1423194 1.3e-06 775656.9
dataset_name-Transformed_seed-42 random num-1 run0 165885 0.0950935 0.1243144 0.1277157 0.1248335 -0.0008734 0.1599737 1.0000000 0.0798190 5.0e-07 2078264.5
dataset_name-Transformed_seed-42 random num-2 run0 160829 0.0958246 0.1268777 0.1267890 0.1251889 0.0023114 -0.5061033 1.0000000 0.1011983 6.0e-07 1589246.6
dataset_name-Transformed_seed-42 random num-3 run0 163357 0.0947444 0.1254925 0.1253849 0.1255287 0.0006215 0.0082225 1.0000000 0.1002036 6.0e-07 1630250.0
dataset_name-Transformed_seed-42 random num-4 run0 163801 0.0944542 0.1250471 0.1268990 0.1232410 0.0000809 -0.5457870 1.0000000 0.1064425 6.0e-07 1538868.3
dataset_name-Transformed_seed-42 random num-5 run0 161138 0.0952030 0.1246035 0.1260191 0.1247502 -0.0004738 0.0403137 1.0000000 0.3443729 2.1e-06 467917.2
dataset_name-flowcyt_seed-42 cyanno num-1 run0 21044883 0.7349690 0.9361742 0.7068266 0.9778346 0.8726886 0.9999578 1.0000000 6.4813584 3.0e-07 3246986.5
dataset_name-flowcyt_seed-42 cyanno num-2 run0 20254822 0.7602476 0.8258151 0.7358885 0.9832480 0.9062880 0.9999918 1.0000000 8.8318269 4.0e-07 2293389.8
dataset_name-flowcyt_seed-42 cyanno num-3 run0 20817600 0.8273371 0.9535398 0.7565876 0.9805195 0.8894205 0.9999790 1.0000000 10.5687368 5.0e-07 1969734.0
dataset_name-flowcyt_seed-42 cyanno num-4 run0 20273915 0.8334212 0.9219478 0.7783207 0.9774282 0.8730588 0.9999853 1.0000000 10.8945367 5.0e-07 1860924.9
dataset_name-flowcyt_seed-42 cyanno num-5 run0 20668387 0.8430575 0.9423870 0.7868302 0.9816962 0.8951789 0.9999925 1.0000000 6.3494290 3.0e-07 3255156.8
dataset_name-flowcyt_seed-42 cygate num-1 run0 20948049 0.4352337 0.4486382 0.6640021 0.4058526 0.2965215 0.3577233 1.0000000 24.8471076 1.2e-06 843078.0
dataset_name-flowcyt_seed-42 cygate num-2 run0 20229356 0.4873623 0.4163910 0.7581003 0.8260745 0.4975762 0.9986573 1.0000000 11.8489325 6.0e-07 1707272.4
dataset_name-flowcyt_seed-42 cygate num-3 run0 20809904 0.3979203 0.3447294 0.6501012 0.7014919 0.3736164 0.9668755 1.0000000 13.4971045 6.0e-07 1541805.1
dataset_name-flowcyt_seed-42 cygate num-4 run0 20271227 0.4468984 0.4005676 0.7962425 0.6627520 0.3800505 0.9563433 1.0000000 10.9442598 5.0e-07 1852224.6
dataset_name-flowcyt_seed-42 cygate num-5 run0 20649785 0.5185215 0.4534173 0.7741498 0.8261081 0.5060658 0.9963131 1.0000000 13.2404374 6.0e-07 1559599.9
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 21044883 0.7237632 0.8154230 0.6270010 0.9653593 0.8046559 0.9998438 0.8333333 7.4924497 4.0e-07 2808812.0
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 20254822 0.4778355 0.4569213 0.1672331 0.9013077 0.1147777 0.9981593 0.3333333 6.9221067 3.0e-07 2926106.6
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 20817600 0.4218852 0.3001506 0.2841158 0.9014049 0.1167788 0.9981606 1.0000000 7.7223921 4.0e-07 2695745.0
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 20273915 0.4778178 0.4570064 0.1672100 0.9014819 0.1148039 0.9980933 0.3333333 10.0067913 5.0e-07 2026015.6
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 20668387 0.6190180 0.6044630 0.3175193 0.9485415 0.6805232 0.9998552 0.5000000 7.5484057 4.0e-07 2738112.9
dataset_name-flowcyt_seed-42 lda num-1 run0 20333767 0.6501860 0.5873106 0.7773446 0.9253716 0.6013631 0.9997856 1.0000000 15.5089053 8.0e-07 1311102.7
dataset_name-flowcyt_seed-42 lda num-2 run0 19937763 0.6010731 0.5254057 0.7841761 0.9160843 0.6269925 0.9994083 1.0000000 14.3136752 7.0e-07 1392917.1
dataset_name-flowcyt_seed-42 lda num-3 run0 20554679 0.6537476 0.6166795 0.7300819 0.9148146 0.6181825 0.9993719 1.0000000 18.1511984 9.0e-07 1132414.4
dataset_name-flowcyt_seed-42 lda num-4 run0 19931427 0.6623581 0.5800623 0.8242409 0.9180721 0.6545079 0.9994663 1.0000000 13.7933710 7.0e-07 1445000.4
dataset_name-flowcyt_seed-42 lda num-5 run0 20343658 0.6299401 0.5776216 0.7455775 0.9129036 0.6110300 0.9988856 1.0000000 15.0634276 7.0e-07 1350533.1
dataset_name-flowcyt_seed-42 random num-1 run0 21044883 0.0730950 0.1665997 0.1663669 0.1667337 -0.0001728 0.1826129 1.0000000 9.8095498 5.0e-07 2145346.5
dataset_name-flowcyt_seed-42 random num-2 run0 20254822 0.0733799 0.1665938 0.1661972 0.1667327 -0.0001868 0.1886464 1.0000000 8.9384986 4.0e-07 2266020.6
dataset_name-flowcyt_seed-42 random num-3 run0 20817600 0.0733731 0.1665996 0.1662624 0.1667336 -0.0001719 0.1831929 1.0000000 12.7692793 6.0e-07 1630287.8
dataset_name-flowcyt_seed-42 random num-4 run0 20273915 0.0732508 0.1666044 0.1662037 0.1667460 -0.0001598 0.1912839 1.0000000 6.5831608 3.0e-07 3079662.7
dataset_name-flowcyt_seed-42 random num-5 run0 20668387 0.0728322 0.1665952 0.1661866 0.1667384 -0.0001854 0.1941915 1.0000000 6.7960190 3.0e-07 3041249.1

Per-population Summary

dataset model population_id population_name population median_f1 mean_f1 median_precision median_recall median_support n_runs
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 1 B Cell (CD27-) B Cell (CD27-) 0.8884593 0.8816672 0.8829816 0.8987286 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.7116311 0.6989470 0.8553552 0.6324941 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8897785 0.8057720 0.9085556 0.8884802 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.7214577 0.6575343 0.6820283 0.7704253 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4794550 0.5148398 0.7485331 0.3932130 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5880133 0.5621058 0.5770826 0.6231672 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.9130982 0.8005447 0.9484017 0.8639436 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2570010 0.1951624 0.4021745 0.0020099 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7725075 0.7516881 0.7445789 0.8026129 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 2 B Cell (Memory) B Cell (Memory) 0.8640520 0.8562375 0.8569308 0.8911492 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9640697 0.9592219 0.9685151 0.9596650 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.5839182 0.6019450 0.6808727 0.4858572 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9023805 0.9050383 0.8727499 0.9599205 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6978083 0.7153492 0.9302851 0.5582920 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535366 0.9535223 0.9196423 0.9912993 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 25 Ungated Ungated 0.7989352 0.7871027 0.7919746 0.8097655 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7660786 0.7608864 0.7868339 0.7070060 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 4 Basophil Basophil 0.7552768 0.7552768 0.7100065 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7323937 0.7143969 0.6157794 0.7287009 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6947407 0.6868811 0.6796596 0.6945645 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3920722 0.3635273 0.4486494 0.4447243 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.7085686 0.6915170 0.7082065 0.6940867 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7365888 0.7168719 0.6945558 0.8444172 207118.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 1 B Cell (CD27-) B Cell (CD27-) 0.5716058 0.6507140 0.4112693 0.9449907 109674.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3656596 0.3075776 0.6213795 0.2504502 52177.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8463631 0.8201129 0.9390469 0.8214629 161173.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5950857 0.5760556 0.6309929 0.5630450 28691.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4792726 0.4936611 0.3245713 0.7678094 40113.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4505339 0.3870682 0.3346663 0.4559350 7387.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8647254 0.8362653 0.9056327 0.8744258 171582.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 16 Debris Debris NA NA NA 0.0000000 3376.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2871447 0.2796713 0.2037775 0.4629161 7344.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118095 0.0118095 0.0062327 0.0000000 401.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7423103 0.7262802 0.6630103 0.8446628 100134.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 2 B Cell (Memory) B Cell (Memory) 0.6346287 0.6317537 0.4730265 0.9409385 38914.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9542914 0.9541439 0.9620554 0.9534491 675102.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4577826 0.4625577 0.3686792 0.6699533 26282.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8948095 0.8840709 0.8449572 0.9634565 204059.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7905927 0.7384901 0.8091887 0.7287428 66660.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9335584 0.9298233 0.8799673 0.9964571 30881.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 25 Ungated Ungated 0.2432438 0.2685343 0.6360668 0.1503750 367524.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7467269 0.7497669 0.6034681 0.9820537 13602.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 4 Basophil Basophil 0.7102886 0.7102886 0.5650042 0.0000000 2089.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.5221318 0.4453043 0.5900547 0.0515784 185231.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6435652 0.6291843 0.6256109 0.6722658 194574.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1558201 0.1611007 0.1202960 0.2211173 7185.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6337012 0.5721218 0.5449645 0.6774506 32811.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6750031 0.6862052 0.5442377 0.9468603 203044.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 1 B Cell (CD27-) B Cell (CD27-) 0.8638845 0.8547952 0.8251713 0.8987646 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6698933 0.6720888 0.7547991 0.6228937 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8216069 0.7548228 0.8239722 0.8872945 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.4903652 0.5064306 0.6511326 0.3805368 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4176926 0.4385274 0.6718390 0.3136277 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5098282 0.4523806 0.4733086 0.5000674 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8608645 0.7481843 0.9369584 0.7875948 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0889320 0.1138108 0.3390290 0.0302827 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0047619 0.0047619 0.0714286 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7048315 0.6933670 0.6559496 0.7937074 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 2 B Cell (Memory) B Cell (Memory) 0.7888229 0.7967437 0.7334993 0.8532513 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9547624 0.9496791 0.9531136 0.9564169 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4193959 0.3461338 0.5547025 0.4116258 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8951906 0.8787267 0.8381533 0.9713882 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7223006 0.6619242 0.8261490 0.6183130 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9462189 0.9450533 0.9053068 0.9849985 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 25 Ungated Ungated 0.7431467 0.7328479 0.7420924 0.7272307 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6216240 0.5823334 0.7274678 0.5683995 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 4 Basophil Basophil 0.7464183 0.7464183 0.6416330 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6631337 0.6572787 0.5960405 0.6431081 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6139843 0.6205904 0.6689045 0.5673982 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3655867 0.3204144 0.2942057 0.4058799 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6468923 0.6338087 0.6388329 0.7495569 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6994280 0.6958342 0.6659172 0.8504572 207118.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 1 B Cell (CD27-) B Cell (CD27-) 0.5482235 0.5580461 0.4587638 0.7033667 102449.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6757969 0.6484393 0.6516321 0.7018230 41956.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7134468 0.7310068 0.7178533 0.8205596 148038.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2866822 0.2567039 0.3258325 0.3180463 22590.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3764790 0.3657052 0.3690499 0.3667654 30041.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1076701 0.1235213 0.1680498 0.2177487 4863.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7468755 0.7196206 0.8533520 0.7383348 156478.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 16 Debris Debris NA NA NA 0.0000000 3197.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2314724 0.2184495 0.1478981 0.4874593 6140.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 0.0481630 0.0254196 0.0000000 382.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3950466 0.3918102 0.4224683 0.3826306 83971.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 2 B Cell (Memory) B Cell (Memory) 0.3803937 0.4086533 0.3050452 0.6205598 36516.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9218843 0.9192312 0.9358501 0.9089229 637271.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3833671 0.3161306 0.2662770 0.6842543 24430.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8417640 0.8438888 0.8219524 0.8641214 197463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7171584 0.6036754 0.6559900 0.6629048 57191.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8944247 0.8955482 0.8371075 0.9722014 30404.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 25 Ungated Ungated 0.4147571 0.4185944 0.5329944 0.3502761 366843.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6917688 0.6955169 0.5906402 0.8161860 14570.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 4 Basophil Basophil 0.3339492 0.3339492 0.2187865 0.0000000 2102.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3395797 0.3545954 0.4812185 0.2491866 136257.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4402187 0.4142717 0.5719310 0.3997168 129427.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0488857 0.0545987 0.0584071 0.0082294 5284.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4784670 0.4610005 0.3248082 0.7528058 25320.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6122598 0.6140880 0.5042567 0.8208284 142408.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 1 B Cell (CD27-) B Cell (CD27-) 0.0420243 0.0420141 0.0391647 0.0453345 110209.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0269833 0.0267363 0.0190918 0.0454076 53998.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0516947 0.0514808 0.0588321 0.0461682 165094.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0165624 0.0167714 0.0101792 0.0441594 28946.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0214988 0.0217696 0.0138922 0.0463306 40513.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051400 0.0051056 0.0027355 0.0470541 7420.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0533843 0.0524904 0.0616302 0.0467784 172943.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 16 Debris Debris NA NA NA 0.0000000 3465.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0051447 0.0050515 0.0027240 0.0443521 7463.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 0.0002408 0.0001208 0.0000000 461.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394333 0.0394877 0.0354156 0.0436196 100186.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 2 B Cell (Memory) B Cell (Memory) 0.0214830 0.0211215 0.0139114 0.0460434 38985.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0764682 0.0769440 0.2405279 0.0454520 678706.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0160310 0.0159307 0.0096336 0.0449160 27095.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0576132 0.0569337 0.0752209 0.0466852 211586.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0323436 0.0319843 0.0244718 0.0458536 70398.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0180934 0.0181913 0.0113226 0.0474562 30997.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 25 Ungated Ungated 0.0680559 0.0692760 0.1491396 0.0441718 422924.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0100053 0.0096978 0.0055453 0.0452364 15469.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 4 Basophil Basophil 0.0015990 0.0015990 0.0008145 0.0000000 2334.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0523614 0.0518561 0.0651585 0.0416168 186698.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0544784 0.0553009 0.0705553 0.0444572 198103.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0049660 0.0050062 0.0026159 0.0447262 7522.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0196302 0.0192320 0.0121732 0.0477316 33856.0 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0563204 0.0561929 0.0734999 0.0453416 207118.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9952271 0.9951828 0.9931234 0.9977010 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 2 CD19 CD19 0.9980679 0.9980540 0.9977000 0.9981515 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 3 CD3+ CD3+ 0.9452731 0.9426529 0.9630869 0.9310483 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 4 CD4 CD4 0.9975929 0.9974529 0.9967745 0.9980667 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 5 CD8 CD8 0.9856157 0.9826904 0.9784803 0.9907093 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 6 Ungated Ungated 0.9882641 0.9883346 0.9918741 0.9830800 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9415196 0.9437551 0.8992921 0.9879083 176928.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 2 CD19 CD19 0.9877271 0.9803637 0.9761987 0.9994857 162083.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 3 CD3+ CD3+ 0.6543811 0.5866573 0.6038113 0.7141957 59969.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 4 CD4 CD4 0.9751355 0.9769311 0.9663753 0.9854509 634665.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 5 CD8 CD8 0.8996683 0.8720359 0.9405898 0.8621591 184373.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 6 Ungated Ungated 0.8965520 0.8724374 0.9938259 0.8125004 144891.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9762763 0.9768952 0.9826057 0.9733471 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 2 CD19 CD19 0.9800488 0.9801305 0.9886792 0.9746697 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 3 CD3+ CD3+ 0.2794689 0.3558245 0.6274355 0.1792889 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 4 CD4 CD4 0.9746084 0.9726521 0.9732118 0.9829656 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 5 CD8 CD8 0.8810266 0.8840626 0.8192391 0.9497482 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 6 Ungated Ungated 0.9082157 0.9139768 0.9274997 0.9674501 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.8995604 0.8909452 0.9855905 0.8273434 172395.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 2 CD19 CD19 0.9558441 0.9576817 0.9767085 0.9323625 158792.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 3 CD3+ CD3+ 0.3499456 0.3442245 0.4816722 0.2765731 54057.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 4 CD4 CD4 0.9636941 0.9485427 0.9372373 0.9856454 655604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 5 CD8 CD8 0.8369879 0.8477342 0.8639224 0.8139662 154988.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 6 Ungated Ungated 0.8413835 0.8293757 0.8270486 0.9359976 178744.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1423277 0.1433135 0.1241649 0.1659559 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 2 CD19 CD19 0.1351334 0.1337508 0.1133601 0.1668043 162089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 3 CD3+ CD3+ 0.0785463 0.0772272 0.0516393 0.1647638 71844.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 4 CD4 CD4 0.2427503 0.2432568 0.4456275 0.1667643 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 5 CD8 CD8 0.1461974 0.1480615 0.1298590 0.1672586 184381.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 6 Ungated Ungated 0.1443725 0.1431850 0.1265144 0.1664718 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 1 CD14 monocytes CD14 monocytes 0.9847085 0.9671073 0.9853179 0.9854702 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 2 CD19 CD19 0.9868297 0.9865273 0.9764118 0.9974724 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 3 CD3+ CD3+ 0.5408729 0.4844450 0.9089561 0.3789739 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 4 CD4 CD4 0.9750186 0.9756193 0.9537493 0.9945804 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 5 CD8 CD8 0.9525379 0.9334862 0.9258510 0.9846502 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 6 Ungated Ungated 0.9536005 0.9457055 0.9638052 0.9587909 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 1 CD14 monocytes CD14 monocytes 0.9247044 0.9429903 0.8714834 0.9885573 175434.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 2 CD19 CD19 0.9839131 0.9709572 0.9690960 0.9992601 172993.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 3 CD3+ CD3+ 0.6011269 0.5553747 0.5960383 0.6243324 56587.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 4 CD4 CD4 0.9782065 0.9819320 0.9723513 0.9911529 643066.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 5 CD8 CD8 0.9142198 0.8639319 0.9098050 0.9134137 186444.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 6 Ungated Ungated 0.8754759 0.8795038 0.9995714 0.7787494 154466.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 1 CD14 monocytes CD14 monocytes 0.8559519 0.8324774 0.8795389 0.8485715 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 2 CD19 CD19 0.7127080 0.7021267 0.8982084 0.6874379 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 3 CD3+ CD3+ 0.0219648 0.0563032 0.3887240 0.0111810 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 4 CD4 CD4 0.8440117 0.8284459 0.8289547 0.9296111 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 5 CD8 CD8 0.7104492 0.6552522 0.7438800 0.6591897 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 6 Ungated Ungated 0.4499812 0.4448851 0.5122742 0.5368948 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 1 CD14 monocytes CD14 monocytes 0.8969233 0.8931120 0.9826040 0.8431508 172320.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 2 CD19 CD19 0.9541436 0.9552270 0.9736905 0.9244913 171001.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 3 CD3+ CD3+ 0.2825648 0.2787587 0.4008975 0.2285710 59318.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 4 CD4 CD4 0.9544770 0.9413461 0.9279014 0.9850466 650973.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 5 CD8 CD8 0.8226327 0.8145435 0.8647281 0.7790112 156800.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 6 Ungated Ungated 0.8214202 0.8082838 0.8356726 0.9164006 176616.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 1 CD14 monocytes CD14 monocytes 0.1418672 0.1429890 0.1237585 0.1661837 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 2 CD19 CD19 0.1354100 0.1344175 0.1137803 0.1671934 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 3 CD3+ CD3+ 0.0805449 0.0797140 0.0530061 0.1670897 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 4 CD4 CD4 0.2427503 0.2429727 0.4456275 0.1667643 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 5 CD8 CD8 0.1463096 0.1487860 0.1303596 0.1674359 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 6 Ungated Ungated 0.1443725 0.1427618 0.1265144 0.1649339 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 1 CD14 monocytes CD14 monocytes 0.9921982 0.9922368 0.9908175 0.9952401 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 2 CD19 CD19 0.9952998 0.9953037 0.9931740 0.9974348 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 3 CD3+ CD3+ 0.8702045 0.8547633 0.9160473 0.8256752 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 4 CD4 CD4 0.9938519 0.9922276 0.9907089 0.9964960 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 5 CD8 CD8 0.9677692 0.9667729 0.9587582 0.9792361 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 6 Ungated Ungated 0.9829546 0.9828442 0.9864747 0.9794285 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 1 CD14 monocytes CD14 monocytes 0.9431868 0.9434550 0.8940853 0.9933023 176957.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 2 CD19 CD19 0.9799047 0.9635244 0.9611026 0.9983997 173109.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 3 CD3+ CD3+ 0.5815653 0.5921925 0.4750825 0.7557251 61800.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 4 CD4 CD4 0.9790208 0.9833202 0.9754355 0.9957917 643089.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 5 CD8 CD8 0.9091570 0.8484673 0.9617028 0.8884421 181547.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 6 Ungated Ungated 0.8674333 0.8651054 1.0000000 0.7659003 142598.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9172813 0.9066339 0.9140413 0.9463339 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 2 CD19 CD19 0.9501203 0.9525777 0.9431715 0.9680267 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 3 CD3+ CD3+ 0.2548088 0.2332902 0.3892275 0.2202214 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 4 CD4 CD4 0.9432034 0.9383756 0.9273830 0.9823499 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 5 CD8 CD8 0.8463493 0.8324386 0.8233857 0.8706305 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 6 Ungated Ungated 0.7719925 0.7578392 0.8138207 0.7342538 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 1 CD14 monocytes CD14 monocytes 0.9017971 0.8935737 0.9868631 0.8328697 172221.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 2 CD19 CD19 0.9560505 0.9592626 0.9775293 0.9327620 170707.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 3 CD3+ CD3+ 0.3440303 0.3270051 0.4663830 0.2583792 58027.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 4 CD4 CD4 0.9603657 0.9460373 0.9416578 0.9837677 655767.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 5 CD8 CD8 0.8567117 0.8402605 0.8631602 0.8417098 158958.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 6 Ungated Ungated 0.8377705 0.8186647 0.8300050 0.9225126 178958.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 1 CD14 monocytes CD14 monocytes 0.1423531 0.1429367 0.1241378 0.1663048 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 2 CD19 CD19 0.1355424 0.1343424 0.1139383 0.1669027 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 3 CD3+ CD3+ 0.0797798 0.0798121 0.0525258 0.1670897 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 4 CD4 CD4 0.2413552 0.2416243 0.4466729 0.1653036 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 5 CD8 CD8 0.1465198 0.1489778 0.1303596 0.1673385 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 6 Ungated Ungated 0.1422714 0.1431555 0.1250706 0.1664877 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 1 CD14 monocytes CD14 monocytes 0.9945863 0.9945437 0.9915132 0.9977293 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 2 CD19 CD19 0.9975576 0.9977445 0.9972466 0.9980599 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 3 CD3+ CD3+ 0.9178869 0.9209431 0.9471473 0.8993671 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 4 CD4 CD4 0.9966797 0.9966135 0.9958346 0.9971954 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 5 CD8 CD8 0.9757027 0.9762471 0.9705651 0.9857663 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 6 Ungated Ungated 0.9867933 0.9868687 0.9914268 0.9809005 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 1 CD14 monocytes CD14 monocytes 0.9429825 0.9432805 0.9019900 0.9878784 176972.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 2 CD19 CD19 0.9826334 0.9706635 0.9661527 0.9992548 173106.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 3 CD3+ CD3+ 0.4418389 0.5221906 0.3202987 0.7055261 61668.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 4 CD4 CD4 0.9758620 0.9786720 0.9665946 0.9971670 634665.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 5 CD8 CD8 0.8668009 0.8089022 0.9541804 0.8180257 183209.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 6 Ungated Ungated 0.8613422 0.8651623 1.0000000 0.7564539 145087.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9659519 0.9572643 0.9828105 0.9889815 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 2 CD19 CD19 0.9726765 0.9737492 0.9750716 0.9826587 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 3 CD3+ CD3+ 0.4304022 0.4187003 0.6534030 0.4022605 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 4 CD4 CD4 0.9720335 0.9696195 0.9621780 0.9867321 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 5 CD8 CD8 0.8791996 0.8841897 0.8500263 0.9536909 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 6 Ungated Ungated 0.8946951 0.8948448 0.9136230 0.9167284 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 1 CD14 monocytes CD14 monocytes 0.9023554 0.8948655 0.9855508 0.8321126 172182.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 2 CD19 CD19 0.9562070 0.9589579 0.9764480 0.9348936 170659.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 3 CD3+ CD3+ 0.3272756 0.3392016 0.4865471 0.2636168 52818.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 4 CD4 CD4 0.9579923 0.9444004 0.9335435 0.9844550 655308.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 5 CD8 CD8 0.8263889 0.8366356 0.8653547 0.7839699 157005.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 6 Ungated Ungated 0.8433512 0.8249737 0.8252236 0.9329942 178366.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 1 CD14 monocytes CD14 monocytes 0.1423531 0.1434125 0.1241378 0.1668333 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 2 CD19 CD19 0.1351334 0.1341432 0.1137087 0.1664571 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 3 CD3+ CD3+ 0.0797798 0.0797640 0.0525258 0.1670692 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 4 CD4 CD4 0.2439761 0.2434412 0.4476348 0.1673414 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 5 CD8 CD8 0.1458103 0.1481110 0.1295479 0.1666805 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 6 Ungated Ungated 0.1427214 0.1421972 0.1250706 0.1649580 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 1 CD14 monocytes CD14 monocytes 0.9907890 0.9904489 0.9888746 0.9914394 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 2 CD19 CD19 0.9929922 0.9924649 0.9890154 0.9980910 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 3 CD3+ CD3+ 0.8270495 0.8190716 0.9251469 0.7977559 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 4 CD4 CD4 0.9914306 0.9901472 0.9879226 0.9950341 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 5 CD8 CD8 0.9652325 0.9612885 0.9450947 0.9776530 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 6 Ungated Ungated 0.9802536 0.9803793 0.9842120 0.9770300 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 1 CD14 monocytes CD14 monocytes 0.9447810 0.9454466 0.9053080 0.9878532 176786.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 2 CD19 CD19 0.9857036 0.9864166 0.9738824 0.9979187 173023.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 3 CD3+ CD3+ 0.5718959 0.5593557 0.4537562 0.7313214 55604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 4 CD4 CD4 0.9803934 0.9831672 0.9675488 0.9926434 634863.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 5 CD8 CD8 0.8622190 0.8206146 0.9541237 0.7984927 181970.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 6 Ungated Ungated 0.9012487 0.8944695 0.9997543 0.8204134 135897.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 1 CD14 monocytes CD14 monocytes 0.8763139 0.8986278 0.9676991 0.8913728 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 2 CD19 CD19 0.9106267 0.8913937 0.9460685 0.9375711 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 3 CD3+ CD3+ 0.0932149 0.1214378 0.4497390 0.0536248 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 4 CD4 CD4 0.9387773 0.9383158 0.9217634 0.9700583 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 5 CD8 CD8 0.8413844 0.8434238 0.8113463 0.9123154 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 6 Ungated Ungated 0.7080673 0.7102790 0.6877750 0.8062494 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 1 CD14 monocytes CD14 monocytes 0.8972252 0.8944135 0.9841015 0.8265363 172542.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 2 CD19 CD19 0.9514736 0.9554241 0.9757745 0.9303003 170876.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 3 CD3+ CD3+ 0.3255576 0.3233234 0.4424143 0.2424785 59638.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 4 CD4 CD4 0.9594392 0.9437273 0.9351395 0.9823586 655342.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 5 CD8 CD8 0.8318328 0.8257462 0.8661324 0.8064085 159351.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 6 Ungated Ungated 0.8237088 0.8136133 0.8273098 0.9349381 178258.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 1 CD14 monocytes CD14 monocytes 0.1433017 0.1430850 0.1250489 0.1659543 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 2 CD19 CD19 0.1355424 0.1343032 0.1139383 0.1672562 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 3 CD3+ CD3+ 0.0797798 0.0796877 0.0525258 0.1670692 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 4 CD4 CD4 0.2439761 0.2429879 0.4476348 0.1670795 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 5 CD8 CD8 0.1463096 0.1485110 0.1303596 0.1670098 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 6 Ungated Ungated 0.1438861 0.1436272 0.1261478 0.1674293 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 1 CD14 monocytes CD14 monocytes 0.9938801 0.9939607 0.9901718 0.9976163 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 2 CD19 CD19 0.9970333 0.9972325 0.9960322 0.9980808 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 3 CD3+ CD3+ 0.9090194 0.9102865 0.9406004 0.8859148 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 4 CD4 CD4 0.9962515 0.9960354 0.9951039 0.9974019 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 5 CD8 CD8 0.9740754 0.9741347 0.9680875 0.9832486 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 6 Ungated Ungated 0.9856598 0.9857512 0.9911972 0.9799672 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 1 CD14 monocytes CD14 monocytes 0.9338519 0.9409804 0.8892388 0.9834397 176929.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 2 CD19 CD19 0.9826365 0.9711239 0.9661527 0.9990642 173107.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 3 CD3+ CD3+ 0.4472751 0.5352944 0.3368110 0.7369019 61612.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 4 CD4 CD4 0.9798235 0.9794007 0.9679749 0.9962821 634867.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 5 CD8 CD8 0.8851474 0.8160287 0.9359378 0.8477963 181290.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 6 Ungated Ungated 0.8624937 0.8590148 1.0000000 0.7582320 146748.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9413718 0.9433450 0.9742072 0.9130441 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 2 CD19 CD19 0.9687516 0.9686915 0.9745985 0.9723891 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 3 CD3+ CD3+ 0.2005474 0.1953820 0.5290094 0.1213741 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 4 CD4 CD4 0.9564916 0.9581781 0.9288120 0.9905308 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 5 CD8 CD8 0.8630690 0.8677152 0.7851669 0.9526772 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 6 Ungated Ungated 0.8675254 0.8558103 0.8954325 0.7858480 182151.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 1 CD14 monocytes CD14 monocytes 0.8983977 0.8932239 0.9867957 0.8258833 172276.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 2 CD19 CD19 0.9544804 0.9587219 0.9764043 0.9315950 170660.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 3 CD3+ CD3+ 0.3306100 0.3385324 0.4817712 0.2687588 53211.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 4 CD4 CD4 0.9555178 0.9435928 0.9306724 0.9846376 654797.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 5 CD8 CD8 0.8378110 0.8389493 0.8627458 0.7910753 153724.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 6 Ungated Ungated 0.8402626 0.8213772 0.8279590 0.9331661 178542.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 1 CD14 monocytes CD14 monocytes 0.1423277 0.1430130 0.1241649 0.1666874 177033.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 2 CD19 CD19 0.1348564 0.1339394 0.1137087 0.1659067 173113.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 3 CD3+ CD3+ 0.0797798 0.0797358 0.0525258 0.1670897 73604.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 4 CD4 CD4 0.2436217 0.2431867 0.4469620 0.1670795 661241.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 5 CD8 CD8 0.1461974 0.1483035 0.1298590 0.1666805 198192.0 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 6 Ungated Ungated 0.1433055 0.1428713 0.1254457 0.1664877 182151.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9973501 0.9971683 0.9966694 0.9981673 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 2 CD19 CD19 0.9977959 0.9977245 0.9973462 0.9983909 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 3 CD3+ CD3+ 0.9326685 0.9190756 0.9530722 0.9169976 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 4 CD4 CD4 0.9969014 0.9961625 0.9956446 0.9974557 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 5 CD8 CD8 0.9743091 0.9705667 0.9670460 0.9816821 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 6 Ungated Ungated 0.9860302 0.9858239 0.9918108 0.9803165 481919.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9698996 0.9689873 0.9439157 0.9942791 890591.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 2 CD19 CD19 0.9871038 0.9819610 0.9782040 0.9952215 408947.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 3 CD3+ CD3+ 0.2401219 0.4088021 0.3809677 0.2286905 140300.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 4 CD4 CD4 0.9749384 0.9731539 0.9741259 0.9799144 1567485.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 5 CD8 CD8 0.8620573 0.8784254 0.7876727 0.9702812 342874.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 6 Ungated Ungated 0.8721326 0.8786186 0.9983168 0.7754015 348133.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9833152 0.9819059 0.9885067 0.9808869 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 2 CD19 CD19 0.9736729 0.9718954 0.9861757 0.9614547 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 3 CD3+ CD3+ 0.5481865 0.3951753 0.5193623 0.5600978 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 4 CD4 CD4 0.9775410 0.9724923 0.9690035 0.9683963 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 5 CD8 CD8 0.8371023 0.8467094 0.8367305 0.9598572 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 6 Ungated Ungated 0.9139266 0.9026077 0.8667788 0.9615902 481919.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.9291315 0.9335637 0.9724627 0.8894971 859896.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 2 CD19 CD19 0.9501815 0.9453941 0.9751345 0.9262879 390913.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 3 CD3+ CD3+ 0.2837239 0.2886683 0.4451704 0.2077855 128611.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 4 CD4 CD4 0.9679295 0.9649877 0.9435796 0.9864399 1616314.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 5 CD8 CD8 0.7980408 0.7855676 0.7898424 0.8776566 276484.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 6 Ungated Ungated 0.8101688 0.8046229 0.7605884 0.8552315 451464.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1921807 0.1920161 0.2269582 0.1666452 891283.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 2 CD19 CD19 0.1286167 0.1284702 0.1048351 0.1675819 410167.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 3 CD3+ CD3+ 0.0718694 0.0698226 0.0457826 0.1668516 177410.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 4 CD4 CD4 0.2378556 0.2366669 0.4161619 0.1664989 1629182.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 5 CD8 CD8 0.1168220 0.1162470 0.0894182 0.1660242 345016.0 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 6 Ungated Ungated 0.1420001 0.1412435 0.1241407 0.1660017 481919.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 1 /Granulocytes /Granulocytes 0.9999827 0.9999028 0.9999987 0.9999657 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9988664 0.9949693 0.9981243 0.9996097 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9974779 0.9965510 0.9958006 0.9991608 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9575901 0.9484975 0.9940476 0.9210028 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9936105 0.9869958 0.9961641 0.9910700 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9852846 0.7622674 0.9989232 0.9711304 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9945908 0.9814408 0.9944087 0.9947731 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9908347 0.9765212 0.9919088 0.9888662 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9985826 0.9978100 0.9985367 0.9984491 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 0.0015949 1.0000000 0.0000000 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9996789 0.9986962 0.9995094 0.9998418 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9823193 0.9700488 0.9928526 0.9716181 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9972684 0.9928140 0.9979877 0.9963954 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9995591 0.9986644 0.9993273 0.9997910 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.8908858 0.6079967 0.9940120 0.8046377 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9812449 0.9367277 0.9868372 0.9734491 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9972658 0.9951140 0.9971676 0.9962637 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9987135 0.9967074 0.9981695 0.9992580 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9962744 0.9884969 0.9968927 0.9952395 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9989840 0.9973917 0.9988442 0.9991239 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9942815 0.9692121 0.9969747 0.9906332 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9943560 0.9863357 0.9979329 0.9908046 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9954864 0.9853807 0.9970637 0.9936370 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9954486 0.9876076 0.9917164 0.9986365 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.9467098 0.8858794 0.9835456 0.9031522 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9569838 0.9261216 0.9658338 0.9628128 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9867533 0.9808442 0.9920421 0.9810868 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9878527 0.9397124 0.9969681 0.9781801 23780.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 1 /Granulocytes /Granulocytes 0.9987110 0.9980050 0.9998839 0.9976580 9660187.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9789924 0.9767595 0.9663819 0.9916051 601094.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9562684 0.9479178 0.9655935 0.9597875 985529.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4351775 0.4899034 0.4685062 0.6990891 44700.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8669715 0.8516472 0.8756224 0.8411783 50802.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8827499 0.7566811 0.8704351 0.8918600 2242.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9145740 0.9045385 0.8484943 0.9878253 47542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9285850 0.9295122 0.8694270 0.9916104 41870.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9942898 0.9903471 0.9891114 0.9995821 141171.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0109764 0.0110010 0.0057585 0.1169306 821.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9822941 0.9818864 0.9864407 0.9781078 1015665.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.4554566 0.5005134 0.9759085 0.3048134 37175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9686382 0.9687435 0.9477382 0.9919168 141644.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9737677 0.9744443 0.9646704 0.9830382 1327749.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0034436 0.0318693 0.0036815 0.0036336 5122.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0825357 0.0778771 0.8606285 0.0432657 42590.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9881599 0.9884443 0.9957997 0.9835840 444068.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9728345 0.9710795 0.9924690 0.9533811 396760.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8871187 0.8459395 0.9920941 0.8255676 84233.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9596078 0.9610166 0.9586703 0.9746407 408962.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3677768 0.3678885 0.3136265 0.5773922 24296.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9521316 0.9518344 0.9315340 0.9822434 49571.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9447101 0.9419425 0.9304039 0.9594631 63167.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8995580 0.8957606 0.8816346 0.9117288 97026.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6054649 0.6444258 0.4749422 0.8349146 4663.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8487136 0.8204479 0.8500341 0.8507300 7329.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8641618 0.8486268 0.8635237 0.8732992 49463.0 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.5033782 0.3192227 0.7698206 0.3739504 18011.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 1 /Granulocytes /Granulocytes 0.9994656 0.9994090 0.9992222 0.9996646 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9912278 0.9885086 0.9872700 0.9936658 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9847551 0.9856201 0.9748965 0.9940536 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.8081762 0.6806288 0.8772628 0.6854324 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9534451 0.9376133 0.9632086 0.9414996 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.9195494 0.8868281 0.9368751 0.8171369 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9581608 0.9170172 0.9533486 0.9630219 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9779192 0.9726170 0.9880506 0.9719589 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9972560 0.9963174 0.9974144 0.9981478 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0049222 0.0073200 0.0355030 0.0008039 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9858216 0.9830838 0.9907874 0.9802432 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8829114 0.8904048 0.8977300 0.9433449 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9709884 0.9697912 0.9577460 0.9894804 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9911914 0.9884304 0.9878697 0.9919860 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7781373 0.7481811 0.7530668 0.8396467 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8950284 0.8906807 0.9229579 0.8801535 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9791533 0.9788709 0.9707992 0.9824658 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9711785 0.9684437 0.9852730 0.9635549 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9229975 0.9254346 0.9427173 0.9040858 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9757344 0.9750317 0.9792299 0.9825246 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8200066 0.8315601 0.7373171 0.9201088 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9504549 0.9248658 0.9229987 0.9690336 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9881984 0.9809610 0.9811365 0.9888996 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9219516 0.9189251 0.9692369 0.9215083 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6704185 0.6319850 0.7354380 0.5672703 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9048518 0.9014608 0.8720515 0.9441613 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9787917 0.9690472 0.9846396 0.9744459 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.8486777 0.7817795 0.9085413 0.7962153 23780.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 1 /Granulocytes /Granulocytes 0.9941722 0.9920517 0.9993092 0.9890878 9728281.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9697640 0.9657857 0.9697496 0.9697036 613341.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9451932 0.9397047 0.9333990 0.9495075 986287.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4568719 0.4259651 0.4363223 0.4531360 44058.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8150012 0.7987508 0.7720978 0.8629531 90284.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8352932 0.8381994 0.7518064 0.9310587 2864.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8177864 0.8058207 0.7202498 0.9213517 51312.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8728482 0.8716001 0.7825891 0.9866414 42683.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9166037 0.9170688 0.8469229 0.9987843 141617.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0509934 0.0481132 0.0315444 0.1329879 1159.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9559097 0.9564201 0.9492055 0.9662001 1003288.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6365318 0.6332422 0.7917385 0.5703205 49781.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9224168 0.9205635 0.8681852 0.9837275 141716.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9640053 0.9642419 0.9863359 0.9429581 1303991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3990007 0.3898884 0.5468026 0.3227535 4912.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8630572 0.8603703 0.9376841 0.8163791 42481.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497408 0.9497978 0.9346820 0.9686542 459283.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9184407 0.9173536 0.9551278 0.8901108 448215.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8961737 0.8759022 0.8412484 0.9297658 87308.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9327076 0.9297118 0.9305049 0.9408574 433651.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7764254 0.7633752 0.6576801 0.9434751 25731.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8211717 0.8084608 0.7539711 0.9012171 48702.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8598470 0.8424187 0.7718165 0.9654584 64245.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594069 0.8594098 0.8263637 0.9113552 96453.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6389649 0.6351569 0.5180972 0.8605879 7114.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8270372 0.8219025 0.7156016 0.9763320 8746.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7440970 0.7333099 0.9011770 0.6392085 48061.0 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7092078 0.7073246 0.6149978 0.8371217 23625.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 1 /Granulocytes /Granulocytes 0.0652474 0.0657566 0.6037370 0.0344870 9748168.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362850 0.0362920 0.0379797 0.0347352 614859.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0444866 0.0446038 0.0621690 0.0345517 1012907.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056278 0.0056578 0.0030590 0.0353968 50080.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0096833 0.0097005 0.0056086 0.0345923 92307.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003643 0.0003707 0.0001831 0.0349815 2875.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058748 0.0058613 0.0032010 0.0351636 51847.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0049236 0.0048739 0.0026513 0.0347460 42723.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0140854 0.0141162 0.0088117 0.0348745 141624.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001493 0.0001578 0.0000748 0.0327215 1255.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0449597 0.0450518 0.0636569 0.0346967 1024102.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059718 0.0059184 0.0032633 0.0351324 52090.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140868 0.0140959 0.0088417 0.0346293 142591.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0491349 0.0490813 0.0831439 0.0348177 1344605.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006024 0.0006288 0.0003039 0.0334093 5175.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051093 0.0051085 0.0027543 0.0351890 43991.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0312615 0.0313368 0.0285911 0.0344821 462035.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0313362 0.0314583 0.0287726 0.0344469 464947.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101135 0.0101729 0.0059227 0.0343881 95983.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0306790 0.0305989 0.0272762 0.0346232 442855.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033950 0.0033753 0.0017816 0.0351166 28581.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057002 0.0057185 0.0030977 0.0354169 49699.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0070912 0.0071325 0.0039506 0.0341925 64592.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0106488 0.0105584 0.0062700 0.0352700 99743.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009121 0.0009165 0.0004621 0.0351508 7455.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010391 0.0010446 0.0005277 0.0337815 8761.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0056309 0.0055995 0.0030670 0.0343249 49542.0 5
dataset_name-FR-FCM-Z3YR_seed-42 random 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027711 0.0027721 0.0014445 0.0345308 23780.0 5
dataset_name-Levine_seed-42 cyanno 1 Basophils Basophils 0.1267680 0.1267680 0.4138577 0.0848197 603.5 2
dataset_name-Levine_seed-42 cyanno 10 Monocytes Monocytes 0.2772627 0.2772627 0.4982099 0.2225697 10549.5 2
dataset_name-Levine_seed-42 cyanno 11 Plasma_B_cells Plasma_B_cells 0.0646877 0.0646877 0.5000000 0.0365404 165.0 2
dataset_name-Levine_seed-42 cyanno 12 Pre_B_cells Pre_B_cells 0.2468908 0.2468908 0.4935846 0.1878442 3067.5 2
dataset_name-Levine_seed-42 cyanno 13 Pro_B_cells Pro_B_cells 0.0584717 0.0584717 0.5000000 0.0315827 256.5 2
dataset_name-Levine_seed-42 cyanno 14 pDCs pDCs 0.0197853 0.0197853 0.4166667 0.0102426 619.0 2
dataset_name-Levine_seed-42 cyanno 15 ungated ungated 0.7039640 0.7039640 0.6216602 0.8135440 80721.5 2
dataset_name-Levine_seed-42 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1660450 0.1660450 0.4988479 0.1193931 1124.0 2
dataset_name-Levine_seed-42 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.1923266 0.1923266 0.4960530 0.1326096 1952.5 2
dataset_name-Levine_seed-42 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 0.0161290 0.5000000 0.0040984 152.0 2
dataset_name-Levine_seed-42 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1702230 0.1702230 0.4986085 0.1187123 1647.5 2
dataset_name-Levine_seed-42 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0775569 0.0775569 0.4444444 0.0455015 458.0 2
dataset_name-Levine_seed-42 cyanno 7 CD4_T_cells CD4_T_cells 0.3880008 0.3880008 0.4972033 0.3359061 13183.0 2
dataset_name-Levine_seed-42 cyanno 8 CD8_T_cells CD8_T_cells 0.3534818 0.3534818 0.4983174 0.2740581 10054.0 2
dataset_name-Levine_seed-42 cyanno 9 Mature_B_cells Mature_B_cells 0.4286646 0.4286646 0.4953714 0.3854410 8260.0 2
dataset_name-Levine_seed-42 cygate 1 Basophils Basophils 0.5274664 0.5274664 0.3611810 0.9937238 603.0 2
dataset_name-Levine_seed-42 cygate 10 Monocytes Monocytes 0.5672259 0.5672259 0.3966864 0.9965056 10538.0 2
dataset_name-Levine_seed-42 cygate 11 Plasma_B_cells Plasma_B_cells 0.5177633 0.5177633 0.3727016 0.8758906 164.5 2
dataset_name-Levine_seed-42 cygate 12 Pre_B_cells Pre_B_cells 0.5738382 0.5738382 0.4051977 0.9911457 3045.5 2
dataset_name-Levine_seed-42 cygate 13 Pro_B_cells Pro_B_cells 0.3408825 0.3408825 0.2469305 0.5502495 256.0 2
dataset_name-Levine_seed-42 cygate 14 pDCs pDCs 0.4872147 0.4872147 0.3252326 0.9725017 618.5 2
dataset_name-Levine_seed-42 cygate 15 ungated ungated 0.0659178 0.0659178 0.8761967 0.0342705 75607.0 2
dataset_name-Levine_seed-42 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5382810 0.5382810 0.3905535 0.8690185 1124.0 2
dataset_name-Levine_seed-42 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5335212 0.5335212 0.3841378 0.8923855 1924.5 2
dataset_name-Levine_seed-42 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0305035 0.0305035 0.0216036 0.0519276 152.0 2
dataset_name-Levine_seed-42 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5806008 0.5806008 0.4131979 0.9816921 1644.0 2
dataset_name-Levine_seed-42 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5983844 0.5983844 0.4297805 0.9857357 458.0 2
dataset_name-Levine_seed-42 cygate 7 CD4_T_cells CD4_T_cells 0.5894247 0.5894247 0.4203958 0.9901301 13164.0 2
dataset_name-Levine_seed-42 cygate 8 CD8_T_cells CD8_T_cells 0.6045340 0.6045340 0.4344498 0.9970079 10049.5 2
dataset_name-Levine_seed-42 cygate 9 Mature_B_cells Mature_B_cells 0.6198468 0.6198468 0.4529068 0.9820286 8108.0 2
dataset_name-Levine_seed-42 dgcytof 1 Basophils Basophils 0.0498221 0.0498221 0.3500000 0.0134100 603.5 2
dataset_name-Levine_seed-42 dgcytof 10 Monocytes Monocytes 0.2731228 0.2731228 0.4158184 0.2650558 10549.5 2
dataset_name-Levine_seed-42 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.4554371 0.4554371 0.4402202 0.4938272 165.0 2
dataset_name-Levine_seed-42 dgcytof 12 Pre_B_cells Pre_B_cells 0.0028664 0.0028664 0.5000000 0.0007186 3067.5 2
dataset_name-Levine_seed-42 dgcytof 13 Pro_B_cells Pro_B_cells 0.2410227 0.2410227 0.4460227 0.2107898 256.5 2
dataset_name-Levine_seed-42 dgcytof 14 pDCs pDCs 0.2445302 0.2445302 0.4822335 0.0818966 619.0 2
dataset_name-Levine_seed-42 dgcytof 15 ungated ungated 0.7258913 0.7258913 0.6052554 0.9066045 80721.5 2
dataset_name-Levine_seed-42 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.3678816 0.3678816 0.4547376 0.4421248 1124.0 2
dataset_name-Levine_seed-42 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.4487492 0.4487492 0.4645761 0.4360075 1952.5 2
dataset_name-Levine_seed-42 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1151079 0.1151079 0.2352941 0.0327869 152.0 2
dataset_name-Levine_seed-42 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0519836 0.0519836 0.4488189 0.0137948 1647.5 2
dataset_name-Levine_seed-42 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2580594 0.2580594 0.3946187 0.2261922 458.0 2
dataset_name-Levine_seed-42 dgcytof 7 CD4_T_cells CD4_T_cells 0.0016513 0.0016513 0.4166667 0.0004137 13183.0 2
dataset_name-Levine_seed-42 dgcytof 8 CD8_T_cells CD8_T_cells 0.2012980 0.2012980 0.4729240 0.1482088 10054.0 2
dataset_name-Levine_seed-42 dgcytof 9 Mature_B_cells Mature_B_cells 0.2310974 0.2310974 0.4848249 0.0758523 8260.0 2
dataset_name-Levine_seed-42 lda 1 Basophils Basophils 0.2555170 0.2555170 0.2584386 0.3921219 520.0 2
dataset_name-Levine_seed-42 lda 10 Monocytes Monocytes 0.4985031 0.4985031 0.4019225 0.6839227 8508.5 2
dataset_name-Levine_seed-42 lda 11 Plasma_B_cells Plasma_B_cells 0.5140337 0.5140337 0.3709056 0.8518582 162.0 2
dataset_name-Levine_seed-42 lda 12 Pre_B_cells Pre_B_cells 0.4410410 0.4410410 0.4092290 0.5487831 2489.5 2
dataset_name-Levine_seed-42 lda 13 Pro_B_cells Pro_B_cells 0.2166632 0.2166632 0.1411531 0.5007326 219.5 2
dataset_name-Levine_seed-42 lda 14 pDCs pDCs 0.3460911 0.3460911 0.2541456 0.5848323 525.5 2
dataset_name-Levine_seed-42 lda 15 ungated ungated 0.5450438 0.5450438 0.6532335 0.4765212 63021.5 2
dataset_name-Levine_seed-42 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3339097 0.3339097 0.3973980 0.4899535 1074.5 2
dataset_name-Levine_seed-42 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3868134 0.3868134 0.3316437 0.5024978 1764.5 2
dataset_name-Levine_seed-42 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2556707 0.2556707 0.2771872 0.3078096 124.0 2
dataset_name-Levine_seed-42 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3513848 0.3513848 0.3575048 0.3538289 1403.5 2
dataset_name-Levine_seed-42 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2419394 0.2419394 0.1626508 0.5334410 387.0 2
dataset_name-Levine_seed-42 lda 7 CD4_T_cells CD4_T_cells 0.4016233 0.4016233 0.4439970 0.4068615 8142.0 2
dataset_name-Levine_seed-42 lda 8 CD8_T_cells CD8_T_cells 0.4814350 0.4814350 0.4505887 0.5234132 7170.5 2
dataset_name-Levine_seed-42 lda 9 Mature_B_cells Mature_B_cells 0.5568984 0.5568984 0.4499927 0.7339326 6527.5 2
dataset_name-Levine_seed-42 random 1 Basophils Basophils 0.0069382 0.0069382 0.0036983 0.0574753 603.5 2
dataset_name-Levine_seed-42 random 10 Monocytes Monocytes 0.0733508 0.0733508 0.0782385 0.0694657 10549.5 2
dataset_name-Levine_seed-42 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0014474 0.0007370 0.0403008 165.0 2
dataset_name-Levine_seed-42 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0381823 0.0275321 0.0681116 3067.5 2
dataset_name-Levine_seed-42 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0039471 0.0020749 0.0553631 256.5 2
dataset_name-Levine_seed-42 random 14 pDCs pDCs 0.0111091 0.0111091 0.0061102 0.0696415 619.0 2
dataset_name-Levine_seed-42 random 15 ungated ungated 0.1195857 0.1195857 0.5915343 0.0665282 80721.5 2
dataset_name-Levine_seed-42 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0132175 0.0074216 0.0621880 1124.0 2
dataset_name-Levine_seed-42 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0252064 0.0156071 0.0664401 1952.5 2
dataset_name-Levine_seed-42 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0018553 0.0009467 0.0493154 152.0 2
dataset_name-Levine_seed-42 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0243956 0.0149395 0.0689886 1647.5 2
dataset_name-Levine_seed-42 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0077937 0.0040963 0.0800360 458.0 2
dataset_name-Levine_seed-42 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0808677 0.1024662 0.0669720 13183.0 2
dataset_name-Levine_seed-42 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0735189 0.0820759 0.0672536 10054.0 2
dataset_name-Levine_seed-42 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0622476 0.0594759 0.0654708 8260.0 2
dataset_name-Samusik_seed-42 cyanno 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1750297 0.1912298 0.9517685 0.0963603 3795.0 5
dataset_name-Samusik_seed-42 cyanno 10 HSC HSC NA NA NA 0.0000000 26.0 5
dataset_name-Samusik_seed-42 cyanno 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9374986 0.9388574 0.9285376 0.9488655 44647.0 5
dataset_name-Samusik_seed-42 cyanno 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9827356 0.9824710 0.9768204 0.9879106 102735.0 5
dataset_name-Samusik_seed-42 cyanno 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954210 0.8954949 0.9177477 0.8847359 18870.0 5
dataset_name-Samusik_seed-42 cyanno 14 Intermediate Monocytes Intermediate Monocytes 0.9463547 0.9442022 0.9374547 0.9558400 75371.0 5
dataset_name-Samusik_seed-42 cyanno 15 MEP MEP 0.6957233 0.6754296 0.7933374 0.6218926 4885.0 5
dataset_name-Samusik_seed-42 cyanno 16 MPP MPP 0.1202003 0.1111556 0.9375000 0.0642284 1121.0 5
dataset_name-Samusik_seed-42 cyanno 17 Macrophages Macrophages 0.5297096 0.5236172 0.8369565 0.3831920 2637.0 5
dataset_name-Samusik_seed-42 cyanno 18 NK cells NK cells 0.8388689 0.8308863 0.9387278 0.7578875 2916.0 5
dataset_name-Samusik_seed-42 cyanno 19 NKT cells NKT cells 0.9320900 0.9273444 0.9528482 0.9130262 7640.0 5
dataset_name-Samusik_seed-42 cyanno 2 Basophils Basophils 0.7818757 0.7816699 0.9046053 0.6909637 3635.0 5
dataset_name-Samusik_seed-42 cyanno 20 Non-Classical Monocytes Non-Classical Monocytes 0.9475446 0.9455955 0.9372461 0.9523810 7089.0 5
dataset_name-Samusik_seed-42 cyanno 21 Plasma Cells Plasma Cells 0.4848763 0.5796549 0.9253731 0.3380192 1545.0 5
dataset_name-Samusik_seed-42 cyanno 22 gd T cells gd T cells 0.1727749 0.1487455 1.0000000 0.0945559 349.0 5
dataset_name-Samusik_seed-42 cyanno 23 mDCs mDCs 0.4589917 0.4056113 0.8543417 0.3137860 980.0 5
dataset_name-Samusik_seed-42 cyanno 24 pDCs pDCs 0.9801275 0.9800432 0.9794512 0.9806487 23782.0 5
dataset_name-Samusik_seed-42 cyanno 25 ungated ungated 0.9074230 0.9066348 0.8951358 0.9199149 296206.0 5
dataset_name-Samusik_seed-42 cyanno 3 CD4 T cells CD4 T cells 0.9301151 0.9258523 0.9544588 0.9019090 5073.0 5
dataset_name-Samusik_seed-42 cyanno 4 CD8 T cells CD8 T cells 0.9763999 0.9736724 0.9774524 0.9727165 11156.0 5
dataset_name-Samusik_seed-42 cyanno 5 CLP CLP NA NA NA 0.0000000 434.0 5
dataset_name-Samusik_seed-42 cyanno 6 CMP CMP 0.0918947 0.1117366 0.9416667 0.0483170 1842.0 5
dataset_name-Samusik_seed-42 cyanno 7 Classical Monocytes Classical Monocytes 0.9577189 0.9560990 0.9389634 0.9780008 89264.0 5
dataset_name-Samusik_seed-42 cyanno 8 Eosinophils Eosinophils 0.9553804 0.9553137 0.9460004 0.9644888 48584.0 5
dataset_name-Samusik_seed-42 cyanno 9 GMP GMP 0.6507200 0.6569801 0.8562126 0.5152657 5418.0 5
dataset_name-Samusik_seed-42 cygate 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0800921 0.0973974 0.2979452 0.0462643 3795.0 5
dataset_name-Samusik_seed-42 cygate 10 HSC HSC 0.0222222 0.0352793 0.0087146 0.1538462 26.0 5
dataset_name-Samusik_seed-42 cygate 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7918160 0.7922712 0.6578306 0.9943409 44627.0 5
dataset_name-Samusik_seed-42 cygate 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9285211 0.9345689 0.8666301 0.9999429 102707.0 5
dataset_name-Samusik_seed-42 cygate 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5149563 0.5232534 0.3478261 0.9900635 18870.0 5
dataset_name-Samusik_seed-42 cygate 14 Intermediate Monocytes Intermediate Monocytes 0.8361134 0.8377556 0.7194892 0.9955513 71481.0 5
dataset_name-Samusik_seed-42 cygate 15 MEP MEP 0.6771491 0.6809399 0.5141814 0.9919663 4885.0 5
dataset_name-Samusik_seed-42 cygate 16 MPP MPP 0.3927894 0.3735249 0.2491325 0.9241071 1121.0 5
dataset_name-Samusik_seed-42 cygate 17 Macrophages Macrophages 0.4692522 0.4692620 0.3148020 0.9237884 2632.0 5
dataset_name-Samusik_seed-42 cygate 18 NK cells NK cells 0.5178988 0.5173852 0.3615614 0.9102731 2916.0 5
dataset_name-Samusik_seed-42 cygate 19 NKT cells NKT cells 0.6716494 0.6784062 0.5517501 0.8581265 7640.0 5
dataset_name-Samusik_seed-42 cygate 2 Basophils Basophils 0.6323802 0.6284498 0.4787234 0.8898834 3626.0 5
dataset_name-Samusik_seed-42 cygate 20 Non-Classical Monocytes Non-Classical Monocytes 0.8543204 0.7795662 0.7876682 0.9422669 7067.0 5
dataset_name-Samusik_seed-42 cygate 21 Plasma Cells Plasma Cells 0.7896389 0.7874744 0.6712633 0.9587039 1543.0 5
dataset_name-Samusik_seed-42 cygate 22 gd T cells gd T cells 0.2915506 0.2992852 0.1736726 0.9104046 348.0 5
dataset_name-Samusik_seed-42 cygate 23 mDCs mDCs 0.6456362 0.6492458 0.4898936 0.9395546 967.0 5
dataset_name-Samusik_seed-42 cygate 24 pDCs pDCs 0.9430764 0.9437341 0.9208913 0.9669776 23779.0 5
dataset_name-Samusik_seed-42 cygate 25 ungated ungated 0.4150092 0.4188278 0.9906814 0.2624717 273956.0 5
dataset_name-Samusik_seed-42 cygate 3 CD4 T cells CD4 T cells 0.6528976 0.6529146 0.4891220 0.9820027 5071.0 5
dataset_name-Samusik_seed-42 cygate 4 CD8 T cells CD8 T cells 0.7847773 0.7881732 0.6476094 0.9957736 11156.0 5
dataset_name-Samusik_seed-42 cygate 5 CLP CLP 0.1082315 0.0978867 0.0581742 0.7757009 434.0 5
dataset_name-Samusik_seed-42 cygate 6 CMP CMP 0.3585959 0.3562819 0.2188413 0.9978202 1842.0 5
dataset_name-Samusik_seed-42 cygate 7 Classical Monocytes Classical Monocytes 0.8288225 0.8269708 0.7104669 0.9944936 86081.0 5
dataset_name-Samusik_seed-42 cygate 8 Eosinophils Eosinophils 0.8634609 0.8640221 0.8267776 0.9028384 48278.0 5
dataset_name-Samusik_seed-42 cygate 9 GMP GMP 0.4985997 0.5114899 0.3326808 0.9946790 5418.0 5
dataset_name-Samusik_seed-42 dgcytof 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5609074 0.5400713 0.7535336 0.4403162 3795.0 5
dataset_name-Samusik_seed-42 dgcytof 10 HSC HSC 0.1500000 0.1321078 0.2142857 0.0384615 26.0 5
dataset_name-Samusik_seed-42 dgcytof 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8989606 0.8981858 0.8784448 0.9267018 44647.0 5
dataset_name-Samusik_seed-42 dgcytof 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9658521 0.9647115 0.9529577 0.9757011 102735.0 5
dataset_name-Samusik_seed-42 dgcytof 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8437967 0.8438930 0.8187890 0.8703800 18870.0 5
dataset_name-Samusik_seed-42 dgcytof 14 Intermediate Monocytes Intermediate Monocytes 0.9302685 0.9291636 0.9123884 0.9494891 75371.0 5
dataset_name-Samusik_seed-42 dgcytof 15 MEP MEP 0.7203692 0.7065987 0.6814882 0.7686796 4885.0 5
dataset_name-Samusik_seed-42 dgcytof 16 MPP MPP 0.5665753 0.5598371 0.7385714 0.4626209 1121.0 5
dataset_name-Samusik_seed-42 dgcytof 17 Macrophages Macrophages 0.5767292 0.5409487 0.6005900 0.5422829 2637.0 5
dataset_name-Samusik_seed-42 dgcytof 18 NK cells NK cells 0.7703613 0.7677245 0.7673565 0.8086707 2916.0 5
dataset_name-Samusik_seed-42 dgcytof 19 NKT cells NKT cells 0.8799585 0.8789398 0.9144452 0.8654075 7640.0 5
dataset_name-Samusik_seed-42 dgcytof 2 Basophils Basophils 0.7916721 0.7867866 0.8030218 0.7934753 3635.0 5
dataset_name-Samusik_seed-42 dgcytof 20 Non-Classical Monocytes Non-Classical Monocytes 0.8965737 0.8959044 0.8399852 0.9603611 7089.0 5
dataset_name-Samusik_seed-42 dgcytof 21 Plasma Cells Plasma Cells 0.7964476 0.8029829 0.8224163 0.7483311 1545.0 5
dataset_name-Samusik_seed-42 dgcytof 22 gd T cells gd T cells 0.6360424 0.6345745 0.7375000 0.5512465 349.0 5
dataset_name-Samusik_seed-42 dgcytof 23 mDCs mDCs 0.6380441 0.5677857 0.7083333 0.5792181 980.0 5
dataset_name-Samusik_seed-42 dgcytof 24 pDCs pDCs 0.9644418 0.9607535 0.9477578 0.9770022 23782.0 5
dataset_name-Samusik_seed-42 dgcytof 25 ungated ungated 0.8633272 0.8619246 0.8896692 0.8400739 296206.0 5
dataset_name-Samusik_seed-42 dgcytof 3 CD4 T cells CD4 T cells 0.7841756 0.7890665 0.7774451 0.7910236 5073.0 5
dataset_name-Samusik_seed-42 dgcytof 4 CD8 T cells CD8 T cells 0.8978525 0.8999259 0.8552310 0.9478308 11156.0 5
dataset_name-Samusik_seed-42 dgcytof 5 CLP CLP 0.1675579 0.1908031 0.3861386 0.1082949 434.0 5
dataset_name-Samusik_seed-42 dgcytof 6 CMP CMP 0.5028571 0.5117358 0.7295337 0.3836512 1842.0 5
dataset_name-Samusik_seed-42 dgcytof 7 Classical Monocytes Classical Monocytes 0.9320206 0.9321797 0.9108153 0.9650251 89264.0 5
dataset_name-Samusik_seed-42 dgcytof 8 Eosinophils Eosinophils 0.9420791 0.9408355 0.9262216 0.9650654 48584.0 5
dataset_name-Samusik_seed-42 dgcytof 9 GMP GMP 0.7148630 0.6988581 0.6901988 0.7360829 5418.0 5
dataset_name-Samusik_seed-42 lda 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0258752 0.0227460 0.0471338 0.0183623 2015.0 5
dataset_name-Samusik_seed-42 lda 10 HSC HSC 0.0195145 0.0198879 0.0107458 0.0833333 24.0 5
dataset_name-Samusik_seed-42 lda 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4326040 0.4197419 0.4794407 0.4050826 12880.0 5
dataset_name-Samusik_seed-42 lda 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9451103 0.9459637 0.9372967 0.9578379 85038.0 5
dataset_name-Samusik_seed-42 lda 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1391971 0.1510924 0.2547071 0.0964169 6582.0 5
dataset_name-Samusik_seed-42 lda 14 Intermediate Monocytes Intermediate Monocytes 0.7646737 0.7402073 0.7192748 0.8117918 53393.0 5
dataset_name-Samusik_seed-42 lda 15 MEP MEP 0.4425730 0.4440989 0.3922615 0.5491732 4666.0 5
dataset_name-Samusik_seed-42 lda 16 MPP MPP 0.1525862 0.1635194 0.0919719 0.4419695 796.0 5
dataset_name-Samusik_seed-42 lda 17 Macrophages Macrophages 0.5734404 0.5712489 0.4302620 0.8594344 2478.0 5
dataset_name-Samusik_seed-42 lda 18 NK cells NK cells 0.4445938 0.4444544 0.3119679 0.7809996 2741.0 5
dataset_name-Samusik_seed-42 lda 19 NKT cells NKT cells 0.5940669 0.5955151 0.4912140 0.7513986 7295.0 5
dataset_name-Samusik_seed-42 lda 2 Basophils Basophils 0.5822002 0.5773741 0.5073244 0.6830046 3448.0 5
dataset_name-Samusik_seed-42 lda 20 Non-Classical Monocytes Non-Classical Monocytes 0.7768634 0.7791973 0.7295226 0.8423761 6801.0 5
dataset_name-Samusik_seed-42 lda 21 Plasma Cells Plasma Cells 0.8911628 0.8898904 0.8324786 0.9599198 1537.0 5
dataset_name-Samusik_seed-42 lda 22 gd T cells gd T cells 0.3545673 0.3553028 0.2226415 0.8542857 340.0 5
dataset_name-Samusik_seed-42 lda 23 mDCs mDCs 0.6163575 0.6150530 0.5104749 0.7919670 967.0 5
dataset_name-Samusik_seed-42 lda 24 pDCs pDCs 0.8424948 0.8486987 0.9294389 0.7704257 22994.0 5
dataset_name-Samusik_seed-42 lda 25 ungated ungated 0.6445846 0.6422923 0.6799801 0.6191585 218053.0 5
dataset_name-Samusik_seed-42 lda 3 CD4 T cells CD4 T cells 0.6494499 0.6497094 0.5181697 0.8695300 4936.0 5
dataset_name-Samusik_seed-42 lda 4 CD8 T cells CD8 T cells 0.7828825 0.7820065 0.7323671 0.8460066 10960.0 5
dataset_name-Samusik_seed-42 lda 5 CLP CLP 0.0833333 0.0849230 0.0503145 0.3055556 330.0 5
dataset_name-Samusik_seed-42 lda 6 CMP CMP 0.1927835 0.1885516 0.1460190 0.2803598 1334.0 5
dataset_name-Samusik_seed-42 lda 7 Classical Monocytes Classical Monocytes 0.5470521 0.5291837 0.6062087 0.4964008 42870.0 5
dataset_name-Samusik_seed-42 lda 8 Eosinophils Eosinophils 0.8312166 0.8316710 0.8409776 0.8262052 41209.0 5
dataset_name-Samusik_seed-42 lda 9 GMP GMP 0.3921442 0.3804292 0.3466964 0.4900709 4230.0 5
dataset_name-Samusik_seed-42 random 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0085468 0.0086089 0.0048126 0.0385228 3795.0 5
dataset_name-Samusik_seed-42 random 10 HSC HSC 0.0000668 0.0000795 0.0000334 0.0384615 26.0 5
dataset_name-Samusik_seed-42 random 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0473117 0.0474511 0.0592528 0.0394651 44647.0 5
dataset_name-Samusik_seed-42 random 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0615889 0.0618441 0.1350094 0.0398939 102735.0 5
dataset_name-Samusik_seed-42 random 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0305922 0.0311910 0.0246034 0.0404346 18870.0 5
dataset_name-Samusik_seed-42 random 14 Intermediate Monocytes Intermediate Monocytes 0.0570815 0.0569821 0.0983197 0.0398617 75371.0 5
dataset_name-Samusik_seed-42 random 15 MEP MEP 0.0111136 0.0112222 0.0064479 0.0402091 4885.0 5
dataset_name-Samusik_seed-42 random 16 MPP MPP 0.0027407 0.0028711 0.0014219 0.0383929 1121.0 5
dataset_name-Samusik_seed-42 random 17 Macrophages Macrophages 0.0063207 0.0063274 0.0034356 0.0394388 2637.0 5
dataset_name-Samusik_seed-42 random 18 NK cells NK cells 0.0069004 0.0068420 0.0037779 0.0384615 2916.0 5
dataset_name-Samusik_seed-42 random 19 NKT cells NKT cells 0.0160643 0.0159977 0.0100575 0.0398853 7640.0 5
dataset_name-Samusik_seed-42 random 2 Basophils Basophils 0.0084009 0.0083900 0.0047037 0.0399886 3635.0 5
dataset_name-Samusik_seed-42 random 20 Non-Classical Monocytes Non-Classical Monocytes 0.0148217 0.0153550 0.0091916 0.0389336 7089.0 5
dataset_name-Samusik_seed-42 random 21 Plasma Cells Plasma Cells 0.0033902 0.0034050 0.0017832 0.0343176 1545.0 5
dataset_name-Samusik_seed-42 random 22 gd T cells gd T cells 0.0010313 0.0010024 0.0005215 0.0450704 349.0 5
dataset_name-Samusik_seed-42 random 23 mDCs mDCs 0.0026572 0.0026617 0.0013726 0.0418367 980.0 5
dataset_name-Samusik_seed-42 random 24 pDCs pDCs 0.0357045 0.0353837 0.0316220 0.0409974 23782.0 5
dataset_name-Samusik_seed-42 random 25 ungated ungated 0.0719345 0.0719084 0.3898691 0.0395933 296206.0 5
dataset_name-Samusik_seed-42 random 3 CD4 T cells CD4 T cells 0.0112208 0.0112359 0.0065735 0.0404930 5073.0 5
dataset_name-Samusik_seed-42 random 4 CD8 T cells CD8 T cells 0.0210188 0.0209630 0.0143740 0.0392372 11156.0 5
dataset_name-Samusik_seed-42 random 5 CLP CLP 0.0010589 0.0010886 0.0005372 0.0368664 434.0 5
dataset_name-Samusik_seed-42 random 6 CMP CMP 0.0044816 0.0046021 0.0023753 0.0395664 1842.0 5
dataset_name-Samusik_seed-42 random 7 Classical Monocytes Classical Monocytes 0.0605437 0.0605722 0.1184164 0.0406683 89264.0 5
dataset_name-Samusik_seed-42 random 8 Eosinophils Eosinophils 0.0488668 0.0488994 0.0628675 0.0399663 48584.0 5
dataset_name-Samusik_seed-42 random 9 GMP GMP 0.0119682 0.0120741 0.0070798 0.0397633 5418.0 5
dataset_name-Transformed_seed-42 cyanno 1 B-cells IgM+ B-cells IgM+ 0.9340215 0.9357585 0.9520468 0.9235136 6310.0 5
dataset_name-Transformed_seed-42 cyanno 2 B-cells IgM- B-cells IgM- 0.8135534 0.7586109 0.8660180 0.7799124 3062.0 5
dataset_name-Transformed_seed-42 cyanno 3 CD4 T-cells CD4 T-cells 0.9568546 0.9551006 0.9449787 0.9665644 59222.0 5
dataset_name-Transformed_seed-42 cyanno 4 CD8 T-cells CD8 T-cells 0.8941656 0.8921459 0.8931015 0.9036528 48825.0 5
dataset_name-Transformed_seed-42 cyanno 5 DC DC 0.7162162 0.6915440 0.9610275 0.5683646 1851.0 5
dataset_name-Transformed_seed-42 cyanno 6 NK cells NK cells 0.9095324 0.9078622 0.9132673 0.8996895 23095.0 5
dataset_name-Transformed_seed-42 cyanno 7 monocytes monocytes 0.8616667 0.8539591 0.8643698 0.8556183 17026.0 5
dataset_name-Transformed_seed-42 cyanno 8 ungated ungated 0.8599801 0.8558031 0.9264297 0.8043478 3709.0 5
dataset_name-Transformed_seed-42 cygate 1 B-cells IgM+ B-cells IgM+ 0.9128815 0.9154646 0.9699922 0.8596462 6075.0 5
dataset_name-Transformed_seed-42 cygate 2 B-cells IgM- B-cells IgM- 0.7312116 0.7210553 0.6452599 0.8869048 2901.0 5
dataset_name-Transformed_seed-42 cygate 3 CD4 T-cells CD4 T-cells 0.9223524 0.9182166 0.9758579 0.8946943 52001.0 5
dataset_name-Transformed_seed-42 cygate 4 CD8 T-cells CD8 T-cells 0.8178380 0.8162155 0.8154701 0.8414381 40297.0 5
dataset_name-Transformed_seed-42 cygate 5 DC DC 0.7714120 0.7630156 0.7960859 0.7617143 1750.0 5
dataset_name-Transformed_seed-42 cygate 6 NK cells NK cells 0.8386558 0.8314607 0.7854368 0.9446340 22646.0 5
dataset_name-Transformed_seed-42 cygate 7 monocytes monocytes 0.7575966 0.7527965 0.7810865 0.7322608 16441.0 5
dataset_name-Transformed_seed-42 cygate 8 ungated ungated 0.8206112 0.8118701 0.7724458 0.8477157 3349.0 5
dataset_name-Transformed_seed-42 dgcytof 1 B-cells IgM+ B-cells IgM+ 0.8578690 0.8734012 0.8977661 0.9012911 6310.0 5
dataset_name-Transformed_seed-42 dgcytof 2 B-cells IgM- B-cells IgM- 0.6796302 0.5941849 0.7682973 0.5940562 3062.0 5
dataset_name-Transformed_seed-42 dgcytof 3 CD4 T-cells CD4 T-cells 0.9299004 0.9176872 0.9557498 0.9163779 59222.0 5
dataset_name-Transformed_seed-42 dgcytof 4 CD8 T-cells CD8 T-cells 0.8376068 0.8214595 0.8400080 0.8508663 48825.0 5
dataset_name-Transformed_seed-42 dgcytof 5 DC DC 0.8374006 0.8351317 0.8502227 0.8436099 1851.0 5
dataset_name-Transformed_seed-42 dgcytof 6 NK cells NK cells 0.8714777 0.8680960 0.8620999 0.8810617 23095.0 5
dataset_name-Transformed_seed-42 dgcytof 7 monocytes monocytes 0.8000432 0.7949489 0.7396768 0.8711383 17026.0 5
dataset_name-Transformed_seed-42 dgcytof 8 ungated ungated 0.6812490 0.6953721 0.8870000 0.5500135 3709.0 5
dataset_name-Transformed_seed-42 lda 1 B-cells IgM+ B-cells IgM+ 0.8408911 0.8105067 0.8528062 0.8080349 3496.0 5
dataset_name-Transformed_seed-42 lda 2 B-cells IgM- B-cells IgM- 0.4461942 0.4137059 0.6379310 0.4003152 1269.0 5
dataset_name-Transformed_seed-42 lda 3 CD4 T-cells CD4 T-cells 0.8934814 0.9058547 0.9972950 0.8092432 37550.0 5
dataset_name-Transformed_seed-42 lda 4 CD8 T-cells CD8 T-cells 0.7615321 0.7507447 0.7293988 0.8078320 28907.0 5
dataset_name-Transformed_seed-42 lda 5 DC DC 0.8109041 0.8102200 0.7026194 0.9730942 1115.0 5
dataset_name-Transformed_seed-42 lda 6 NK cells NK cells 0.7866710 0.6923589 0.6846405 0.9785902 9833.0 5
dataset_name-Transformed_seed-42 lda 7 monocytes monocytes 0.8006886 0.7997850 0.7690080 0.8217089 9047.0 5
dataset_name-Transformed_seed-42 lda 8 ungated ungated 0.4035088 0.4295573 0.3681592 0.5000000 90.0 5
dataset_name-Transformed_seed-42 random 1 B-cells IgM+ B-cells IgM+ 0.0596325 0.0591013 0.0390187 0.1264223 6310.0 5
dataset_name-Transformed_seed-42 random 2 B-cells IgM- B-cells IgM- 0.0327085 0.0326046 0.0186782 0.1296648 3062.0 5
dataset_name-Transformed_seed-42 random 3 CD4 T-cells CD4 T-cells 0.1850902 0.1848766 0.3636275 0.1242613 59222.0 5
dataset_name-Transformed_seed-42 random 4 CD8 T-cells CD8 T-cells 0.1763399 0.1756470 0.2959415 0.1257685 48825.0 5
dataset_name-Transformed_seed-42 random 5 DC DC 0.0226408 0.0223403 0.0123296 0.1383036 1851.0 5
dataset_name-Transformed_seed-42 random 6 NK cells NK cells 0.1344855 0.1341937 0.1425611 0.1266898 23095.0 5
dataset_name-Transformed_seed-42 random 7 monocytes monocytes 0.1123485 0.1132569 0.1049697 0.1187647 17026.0 5
dataset_name-Transformed_seed-42 random 8 ungated ungated 0.0379277 0.0384910 0.0223346 0.1256559 3709.0 5
dataset_name-flowcyt_seed-42 cyanno 1 B_Lymphocytes B_Lymphocytes 0.9041740 0.8826135 0.9377980 0.9198255 259336.0 5
dataset_name-flowcyt_seed-42 cyanno 2 HSPCs HSPCs 0.7798501 0.7555647 0.9115140 0.6890858 197361.0 5
dataset_name-flowcyt_seed-42 cyanno 3 Mast_cells Mast_cells 0.5888012 0.3707830 0.9300912 0.4307432 3541.0 5
dataset_name-flowcyt_seed-42 cyanno 4 Monocytes Monocytes 0.8818986 0.8844611 0.9589797 0.8630953 300632.0 5
dataset_name-flowcyt_seed-42 cyanno 5 T_Lymphocytes T_Lymphocytes 0.9196880 0.9163136 0.9538766 0.8977729 1263273.0 5
dataset_name-flowcyt_seed-42 cyanno 6 ungated ungated 0.9893221 0.9891032 0.9836591 0.9942590 18679265.0 5
dataset_name-flowcyt_seed-42 cygate 1 B_Lymphocytes B_Lymphocytes 0.5208869 0.5412595 0.3643761 0.9571431 259336.0 5
dataset_name-flowcyt_seed-42 cygate 2 HSPCs HSPCs 0.0992153 0.1745310 0.0577320 0.4486511 197361.0 5
dataset_name-flowcyt_seed-42 cygate 3 Mast_cells Mast_cells 0.0027934 0.0152626 0.0013999 0.5306411 3541.0 5
dataset_name-flowcyt_seed-42 cygate 4 Monocytes Monocytes 0.5671071 0.5694766 0.4014555 0.8916015 300632.0 5
dataset_name-flowcyt_seed-42 cygate 5 T_Lymphocytes T_Lymphocytes 0.7022268 0.6632969 0.5900951 0.9038295 1263273.0 5
dataset_name-flowcyt_seed-42 cygate 6 ungated ungated 0.8069926 0.7792968 0.9812667 0.6856547 18660663.0 5
dataset_name-flowcyt_seed-42 dgcytof 1 B_Lymphocytes B_Lymphocytes 0.0045788 0.1484812 0.0071483 0.0033681 259336.0 5
dataset_name-flowcyt_seed-42 dgcytof 2 HSPCs HSPCs NA NA 0.0000000 0.0000000 197361.0 5
dataset_name-flowcyt_seed-42 dgcytof 3 Mast_cells Mast_cells 0.5181745 0.5181745 0.8436491 0.0000000 3541.0 5
dataset_name-flowcyt_seed-42 dgcytof 4 Monocytes Monocytes 0.3746082 0.3746082 0.3960930 0.0000000 300632.0 5
dataset_name-flowcyt_seed-42 dgcytof 5 T_Lymphocytes T_Lymphocytes 0.8663015 0.8663015 0.8444900 0.0000000 1263273.0 5
dataset_name-flowcyt_seed-42 dgcytof 6 ungated ungated 0.9511577 0.9628286 0.9068644 0.9998984 18679265.0 5
dataset_name-flowcyt_seed-42 lda 1 B_Lymphocytes B_Lymphocytes 0.4912309 0.4927383 0.3509808 0.7973746 237428.0 5
dataset_name-flowcyt_seed-42 lda 2 HSPCs HSPCs 0.5009922 0.4758813 0.4811783 0.4985938 189391.0 5
dataset_name-flowcyt_seed-42 lda 3 Mast_cells Mast_cells 0.6111111 0.5782122 0.4848024 0.8264249 3532.0 5
dataset_name-flowcyt_seed-42 lda 4 Monocytes Monocytes 0.6458839 0.6417221 0.5907735 0.7312300 293293.0 5
dataset_name-flowcyt_seed-42 lda 5 T_Lymphocytes T_Lymphocytes 0.6922488 0.6944128 0.5860630 0.8678334 1182209.0 5
dataset_name-flowcyt_seed-42 lda 6 ungated ungated 0.9528726 0.9537990 0.9784731 0.9285148 18484129.0 5
dataset_name-flowcyt_seed-42 random 1 B_Lymphocytes B_Lymphocytes 0.0231122 0.0232413 0.0124269 0.1649520 259336.0 5
dataset_name-flowcyt_seed-42 random 2 HSPCs HSPCs 0.0183367 0.0181446 0.0096997 0.1673554 197361.0 5
dataset_name-flowcyt_seed-42 random 3 Mast_cells Mast_cells 0.0003385 0.0003384 0.0001694 0.1654900 3541.0 5
dataset_name-flowcyt_seed-42 random 4 Monocytes Monocytes 0.0266096 0.0264729 0.0144626 0.1661989 300632.0 5
dataset_name-flowcyt_seed-42 random 5 T_Lymphocytes T_Lymphocytes 0.0896189 0.0894480 0.0612687 0.1668007 1263273.0 5
dataset_name-flowcyt_seed-42 random 6 ungated ungated 0.2814436 0.2814718 0.9012111 0.1667605 18679265.0 5

Per-population Stability

dataset model population_id population_name population f1_mean f1_sd precision_sd recall_sd n_runs
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 1 B Cell (CD27-) B Cell (CD27-) 0.8816672 0.0178260 0.0372841 0.0083159 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6989470 0.0432492 0.1505653 0.1465120 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8057720 0.1285454 0.2311275 0.0571100 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.6575343 0.1253642 0.0758417 0.2161345 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.5148398 0.0759833 0.1659509 0.0788695 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.5621058 0.1041566 0.0838416 0.1633322 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8005447 0.1687645 0.0200460 0.2381759 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1951624 0.1689440 0.4122169 0.1304812 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7516881 0.0456485 0.0979649 0.0582038 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 2 B Cell (Memory) B Cell (Memory) 0.8562375 0.0355250 0.0872226 0.0382580 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9592219 0.0121920 0.0133162 0.0342577 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.6019450 0.0461421 0.1577236 0.3255793 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.9050383 0.0118895 0.0289253 0.0184486 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7153492 0.0841692 0.0889608 0.1768286 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9535223 0.0010206 0.0041693 0.0042071 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 25 Ungated Ungated 0.7871027 0.0318488 0.0428542 0.0655497 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7608864 0.0368985 0.0384643 0.0854960 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 4 Basophil Basophil 0.7552768 0.0012553 0.1311089 0.4700410 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.7143969 0.0353483 0.0202972 0.4868399 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6868811 0.0633461 0.1431559 0.1894979 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3635273 0.1442111 0.2346649 0.1949395 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6915170 0.0555605 0.0938697 0.1744020 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.7168719 0.0526604 0.1489210 0.1897872 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 1 B Cell (CD27-) B Cell (CD27-) 0.6507140 0.1545973 0.2148653 0.0287201 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.3075776 0.1827407 0.0971643 0.1539516 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.8201129 0.0705931 0.1687021 0.0601700 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5760556 0.1492326 0.0944794 0.2305280 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4936611 0.0585674 0.1044064 0.1432582 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.3870682 0.1591265 0.1447914 0.2172020 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.8362653 0.0948887 0.0429277 0.1629326 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2796713 0.0852091 0.0638101 0.2558869 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0118095 NA NA 0.0501861 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.7262802 0.0510109 0.0907987 0.0340368 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 2 B Cell (Memory) B Cell (Memory) 0.6317537 0.1479492 0.1886240 0.2078092 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9541439 0.0161970 0.0110843 0.0396671 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.4625577 0.0386483 0.0468128 0.1129071 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8840709 0.0440754 0.0209151 0.0855770 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.7384901 0.0847991 0.0911381 0.1390964 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9298233 0.0094270 0.0187565 0.0082645 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 25 Ungated Ungated 0.2685343 0.2243188 0.1998940 0.1827692 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.7497669 0.0107467 0.0337559 0.0443356 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 4 Basophil Basophil 0.7102886 0.0301992 0.0404387 0.5247311 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.4453043 0.3206801 0.0759340 0.3748852 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6291843 0.0543808 0.1140874 0.1978381 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.1611007 0.0716424 0.0387210 0.2604398 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.5721218 0.1352816 0.0818193 0.2670628 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6862052 0.0275153 0.0594503 0.1158804 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 1 B Cell (CD27-) B Cell (CD27-) 0.8547952 0.0224359 0.0726905 0.0370228 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6720888 0.0207101 0.1251283 0.1114241 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7548228 0.1194248 0.2282690 0.0928519 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.5064306 0.1132637 0.1519457 0.2758947 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.4385274 0.1357861 0.1180955 0.1687095 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.4523806 0.1129142 0.0459172 0.2038335 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7481843 0.2072532 0.0444556 0.2764954 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.1138108 0.1137344 0.3054632 0.0908928 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0047619 NA NA 0.0011015 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.6933670 0.0392718 0.1238384 0.0982425 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 2 B Cell (Memory) B Cell (Memory) 0.7967437 0.0744750 0.1379981 0.0445181 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9496791 0.0103099 0.0269109 0.0441524 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3461338 0.2081095 0.0991119 0.2275969 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8787267 0.0326069 0.0502001 0.0928631 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6619242 0.1195624 0.0475462 0.1775491 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.9450533 0.0043039 0.0110720 0.0102282 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 25 Ungated Ungated 0.7328479 0.0365393 0.0711307 0.0528372 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.5823334 0.1589548 0.0856078 0.1949193 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 4 Basophil Basophil 0.7464183 0.0781021 0.1301907 0.4972345 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.6572787 0.0360294 0.0359616 0.4375236 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.6205904 0.0956375 0.1644717 0.2285745 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.3204144 0.1136139 0.2063185 0.1978934 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.6338087 0.0636231 0.1089342 0.1953314 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6958342 0.0494416 0.1354297 0.1803716 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 1 B Cell (CD27-) B Cell (CD27-) 0.5580461 0.0568561 0.0816172 0.1174840 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.6484393 0.0842959 0.0339584 0.1501774 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.7310068 0.0802685 0.1450857 0.0728633 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.2567039 0.0866616 0.0932185 0.2032141 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.3657052 0.0419108 0.1023392 0.0735848 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.1235213 0.0769595 0.1067232 0.2450653 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.7196206 0.1192779 0.0670182 0.1707613 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.2184495 0.0887999 0.0548633 0.2897638 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0481630 NA NA 0.2045904 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.3918102 0.0208048 0.0625596 0.0612176 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 2 B Cell (Memory) B Cell (Memory) 0.4086533 0.0610208 0.0915503 0.1128979 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.9192312 0.0169575 0.0092194 0.0399372 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.3161306 0.1776507 0.0864857 0.3351461 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.8438888 0.0253314 0.0484444 0.0530523 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.6036754 0.2144802 0.1270968 0.3056487 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.8955482 0.0077468 0.0352131 0.0529957 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 25 Ungated Ungated 0.4185944 0.0608737 0.0658160 0.0855781 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.6955169 0.0130710 0.0134939 0.0554879 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 4 Basophil Basophil 0.3339492 0.1360565 0.0923519 0.4070387 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.3545954 0.0361744 0.0421781 0.1511842 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.4142717 0.1254074 0.1239172 0.1941633 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0545987 0.0539113 0.0730952 0.0559242 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.4610005 0.0570135 0.1061826 0.1573973 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.6140880 0.0541368 0.0390999 0.1389891 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 1 B Cell (CD27-) B Cell (CD27-) 0.0420141 0.0014378 0.0004775 0.0033180 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 0.0267363 0.0008165 0.0005259 0.0033050 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 11 CD4- CD8- T Cell CD4- CD8- T Cell 0.0514808 0.0019766 0.0008793 0.0033087 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 0.0167714 0.0008180 0.0004440 0.0041768 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 0.0217696 0.0007072 0.0007841 0.0027745 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 0.0051056 0.0001703 0.0000919 0.0041117 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 0.0524904 0.0024002 0.0011671 0.0033097 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 16 Debris Debris NA NA NA 0.0000000 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0.0050515 0.0004306 0.0002364 0.0200396 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0.0002408 NA NA 0.0154212 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 0.0394877 0.0013175 0.0005883 0.0032835 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 2 B Cell (Memory) B Cell (Memory) 0.0211215 0.0007298 0.0003136 0.0045915 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 0.0769440 0.0046991 0.0010397 0.0033484 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0.0159307 0.0002944 0.0003231 0.0029611 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 0.0569337 0.0029908 0.0009178 0.0035920 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 0.0319843 0.0007958 0.0003123 0.0025904 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 0.0181913 0.0005577 0.0002036 0.0048042 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 25 Ungated Ungated 0.0692760 0.0041495 0.0022817 0.0034306 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 3 B Cell (Plasmablast) B Cell (Plasmablast) 0.0096978 0.0006955 0.0003652 0.0060624 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 4 Basophil Basophil 0.0015990 0.0002932 0.0001495 0.0240999 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0.0518561 0.0011258 0.0005191 0.0236475 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 0.0553009 0.0023222 0.0011085 0.0030731 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0.0050062 0.0003457 0.0001803 0.0045925 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 0.0192320 0.0006514 0.0003087 0.0035701 5
dataset_name-FR-FCM-Z238_infection_final_seed-42 random 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 0.0561929 0.0026554 0.0008661 0.0036785 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9951828 0.0007492 0.0023466 0.0011993 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 2 CD19 CD19 0.9980540 0.0002507 0.0001482 0.0004733 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 3 CD3+ CD3+ 0.9426529 0.0150171 0.0234253 0.0161162 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 4 CD4 CD4 0.9974529 0.0003607 0.0004903 0.0003689 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 5 CD8 CD8 0.9826904 0.0065672 0.0052556 0.0110591 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno 6 Ungated Ungated 0.9883346 0.0010499 0.0011876 0.0029458 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9437551 0.0250513 0.0419642 0.0054028 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 2 CD19 CD19 0.9803637 0.0159180 0.0302866 0.0009986 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 3 CD3+ CD3+ 0.5866573 0.2110778 0.2167023 0.2062505 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 4 CD4 CD4 0.9769311 0.0054794 0.0161936 0.0088258 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 5 CD8 CD8 0.8720359 0.1191292 0.0276603 0.1913393 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate 6 Ungated Ungated 0.8724374 0.0597555 0.0053157 0.0928951 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9768952 0.0085105 0.0081564 0.0161096 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 2 CD19 CD19 0.9801305 0.0057452 0.0076383 0.0126891 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 3 CD3+ CD3+ 0.3558245 0.2705344 0.1496961 0.2754555 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 4 CD4 CD4 0.9726521 0.0089789 0.0120526 0.0125438 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 5 CD8 CD8 0.8840626 0.0310138 0.0554045 0.0431474 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof 6 Ungated Ungated 0.9139768 0.0269030 0.0618814 0.0514788 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.8909452 0.0503012 0.0037455 0.0847244 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 2 CD19 CD19 0.9576817 0.0149595 0.0052184 0.0308305 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 3 CD3+ CD3+ 0.3442245 0.0392583 0.0597153 0.0366353 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 4 CD4 CD4 0.9485427 0.0337332 0.0642231 0.0056679 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 5 CD8 CD8 0.8477342 0.0312298 0.0262397 0.0742129 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda 6 Ungated Ungated 0.8293757 0.0584830 0.0341498 0.1232470 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1433135 0.0082992 0.0130523 0.0008516 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 2 CD19 CD19 0.1337508 0.0069585 0.0095282 0.0006460 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 3 CD3+ CD3+ 0.0772272 0.0046921 0.0039180 0.0020439 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 4 CD4 CD4 0.2432568 0.0029522 0.0200876 0.0005984 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 5 CD8 CD8 0.1480615 0.0044463 0.0079820 0.0008487 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random 6 Ungated Ungated 0.1431850 0.0068580 0.0104265 0.0011927 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 1 CD14 monocytes CD14 monocytes 0.9671073 0.0374268 0.0098332 0.0630790 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 2 CD19 CD19 0.9865273 0.0032955 0.0095170 0.0043941 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 3 CD3+ CD3+ 0.4844450 0.2591591 0.0337769 0.2488620 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 4 CD4 CD4 0.9756193 0.0089309 0.0178043 0.0023215 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 5 CD8 CD8 0.9334862 0.0294843 0.0569867 0.0057995 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno 6 Ungated Ungated 0.9457055 0.0298082 0.0408195 0.0223595 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 1 CD14 monocytes CD14 monocytes 0.9429903 0.0292113 0.0518520 0.0072024 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 2 CD19 CD19 0.9709572 0.0322003 0.0541359 0.0060072 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 3 CD3+ CD3+ 0.5553747 0.1737208 0.1698644 0.2700832 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 4 CD4 CD4 0.9819320 0.0089189 0.0168889 0.0074172 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 5 CD8 CD8 0.8639319 0.1342702 0.0394104 0.2182610 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate 6 Ungated Ungated 0.8795038 0.0595882 0.0057681 0.0982069 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 1 CD14 monocytes CD14 monocytes 0.8324774 0.0640890 0.0492805 0.1202815 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 2 CD19 CD19 0.7021267 0.1190046 0.1149663 0.1926184 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 3 CD3+ CD3+ 0.0563032 0.0682478 0.2008582 0.0907824 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 4 CD4 CD4 0.8284459 0.0775906 0.0587106 0.1667519 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 5 CD8 CD8 0.6552522 0.1357690 0.1308574 0.2022762 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof 6 Ungated Ungated 0.4448851 0.1208471 0.1519439 0.1013748 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 1 CD14 monocytes CD14 monocytes 0.8931120 0.0529129 0.0114695 0.0879194 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 2 CD19 CD19 0.9552270 0.0120063 0.0118327 0.0274529 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 3 CD3+ CD3+ 0.2787587 0.0446175 0.0819494 0.0418878 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 4 CD4 CD4 0.9413461 0.0284176 0.0554269 0.0092725 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 5 CD8 CD8 0.8145435 0.0266180 0.0526799 0.0884555 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda 6 Ungated Ungated 0.8082838 0.0614806 0.0443001 0.1396411 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 1 CD14 monocytes CD14 monocytes 0.1429890 0.0079903 0.0122330 0.0006927 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 2 CD19 CD19 0.1344175 0.0079875 0.0107133 0.0006619 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 3 CD3+ CD3+ 0.0797140 0.0045577 0.0038991 0.0015847 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 4 CD4 CD4 0.2429727 0.0035177 0.0234987 0.0000997 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 5 CD8 CD8 0.1487860 0.0052268 0.0086543 0.0007893 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random 6 Ungated Ungated 0.1427618 0.0073638 0.0104083 0.0019801 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 1 CD14 monocytes CD14 monocytes 0.9922368 0.0006695 0.0022752 0.0031285 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 2 CD19 CD19 0.9953037 0.0002547 0.0013003 0.0008377 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 3 CD3+ CD3+ 0.8547633 0.0397881 0.0188087 0.0678449 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 4 CD4 CD4 0.9922276 0.0037983 0.0080514 0.0011482 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 5 CD8 CD8 0.9667729 0.0051670 0.0072444 0.0129108 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno 6 Ungated Ungated 0.9828442 0.0010256 0.0021385 0.0019955 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 1 CD14 monocytes CD14 monocytes 0.9434550 0.0218811 0.0376474 0.0091955 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 2 CD19 CD19 0.9635244 0.0276694 0.0487828 0.0031569 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 3 CD3+ CD3+ 0.5921925 0.1607723 0.1803233 0.2226385 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 4 CD4 CD4 0.9833202 0.0078202 0.0164955 0.0073791 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 5 CD8 CD8 0.8484673 0.1186097 0.0285610 0.1972758 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate 6 Ungated Ungated 0.8651054 0.0747538 0.0053889 0.1136742 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9066339 0.0426235 0.0775710 0.0814489 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 2 CD19 CD19 0.9525777 0.0100486 0.0196730 0.0171089 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 3 CD3+ CD3+ 0.2332902 0.1461544 0.2077570 0.1757355 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 4 CD4 CD4 0.9383756 0.0261215 0.0190698 0.0619279 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 5 CD8 CD8 0.8324386 0.0303956 0.0348302 0.0897865 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof 6 Ungated Ungated 0.7578392 0.1153487 0.1471822 0.0992853 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 1 CD14 monocytes CD14 monocytes 0.8935737 0.0548787 0.0037110 0.0891687 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 2 CD19 CD19 0.9592626 0.0153469 0.0067157 0.0329937 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 3 CD3+ CD3+ 0.3270051 0.0661238 0.0665973 0.0689941 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 4 CD4 CD4 0.9460373 0.0305976 0.0591752 0.0063926 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 5 CD8 CD8 0.8402605 0.0276307 0.0305493 0.0683318 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda 6 Ungated Ungated 0.8186647 0.0526049 0.0392051 0.1244852 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 1 CD14 monocytes CD14 monocytes 0.1429367 0.0082541 0.0126648 0.0003298 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 2 CD19 CD19 0.1343424 0.0073021 0.0099801 0.0003377 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 3 CD3+ CD3+ 0.0798121 0.0044148 0.0038122 0.0009259 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 4 CD4 CD4 0.2416243 0.0035281 0.0236034 0.0000733 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 5 CD8 CD8 0.1489778 0.0051227 0.0085365 0.0005130 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random 6 Ungated Ungated 0.1431555 0.0072483 0.0103635 0.0015109 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 1 CD14 monocytes CD14 monocytes 0.9945437 0.0007410 0.0021876 0.0007897 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 2 CD19 CD19 0.9977445 0.0004194 0.0002004 0.0006927 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 3 CD3+ CD3+ 0.9209431 0.0075688 0.0213551 0.0197697 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 4 CD4 CD4 0.9966135 0.0005214 0.0007306 0.0006313 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 5 CD8 CD8 0.9762471 0.0045372 0.0070579 0.0107898 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno 6 Ungated Ungated 0.9868687 0.0010988 0.0019042 0.0032473 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 1 CD14 monocytes CD14 monocytes 0.9432805 0.0251103 0.0409959 0.0083571 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 2 CD19 CD19 0.9706635 0.0230546 0.0425884 0.0017750 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 3 CD3+ CD3+ 0.5221906 0.1891552 0.2040894 0.1943754 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 4 CD4 CD4 0.9786720 0.0058820 0.0157628 0.0069574 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 5 CD8 CD8 0.8089022 0.1445272 0.0320023 0.2235331 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate 6 Ungated Ungated 0.8651623 0.0583912 0.0057984 0.0913490 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9572643 0.0305961 0.0198895 0.0664451 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 2 CD19 CD19 0.9737492 0.0111427 0.0191969 0.0153124 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 3 CD3+ CD3+ 0.4187003 0.1577832 0.1187860 0.1559395 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 4 CD4 CD4 0.9696195 0.0129756 0.0290130 0.0119797 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 5 CD8 CD8 0.8841897 0.0257054 0.0635800 0.0573065 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof 6 Ungated Ungated 0.8948448 0.0622260 0.0425442 0.0965258 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 1 CD14 monocytes CD14 monocytes 0.8948655 0.0538509 0.0040871 0.0897956 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 2 CD19 CD19 0.9589579 0.0163211 0.0053709 0.0337287 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 3 CD3+ CD3+ 0.3392016 0.0485439 0.0563690 0.0506454 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 4 CD4 CD4 0.9444004 0.0310336 0.0599603 0.0060710 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 5 CD8 CD8 0.8366356 0.0217902 0.0266755 0.0614188 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda 6 Ungated Ungated 0.8249737 0.0549912 0.0357308 0.1224888 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 1 CD14 monocytes CD14 monocytes 0.1434125 0.0076752 0.0122352 0.0009468 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 2 CD19 CD19 0.1341432 0.0079566 0.0106818 0.0007881 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 3 CD3+ CD3+ 0.0797640 0.0047335 0.0040173 0.0007644 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 4 CD4 CD4 0.2434412 0.0033481 0.0237847 0.0009007 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 5 CD8 CD8 0.1481110 0.0050301 0.0087283 0.0008802 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random 6 Ungated Ungated 0.1421972 0.0066556 0.0101650 0.0012454 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 1 CD14 monocytes CD14 monocytes 0.9904489 0.0011881 0.0020261 0.0013900 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 2 CD19 CD19 0.9924649 0.0015918 0.0033047 0.0029673 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 3 CD3+ CD3+ 0.8190716 0.0508895 0.0347020 0.0795386 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 4 CD4 CD4 0.9901472 0.0048510 0.0107760 0.0014587 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 5 CD8 CD8 0.9612885 0.0070937 0.0082268 0.0175380 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno 6 Ungated Ungated 0.9803793 0.0011950 0.0030589 0.0017837 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 1 CD14 monocytes CD14 monocytes 0.9454466 0.0241650 0.0394261 0.0066339 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 2 CD19 CD19 0.9864166 0.0037253 0.0078369 0.0011743 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 3 CD3+ CD3+ 0.5593557 0.1246898 0.1554273 0.0553672 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 4 CD4 CD4 0.9831672 0.0088997 0.0181298 0.0053285 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 5 CD8 CD8 0.8206146 0.1084611 0.0267554 0.1762421 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate 6 Ungated Ungated 0.8944695 0.0405250 0.0027925 0.0670973 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 1 CD14 monocytes CD14 monocytes 0.8986278 0.0335018 0.0768516 0.0816430 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 2 CD19 CD19 0.8913937 0.0611228 0.0913668 0.1200710 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 3 CD3+ CD3+ 0.1214378 0.1079191 0.1742826 0.0766208 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 4 CD4 CD4 0.9383158 0.0103274 0.0241657 0.0254232 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 5 CD8 CD8 0.8434238 0.0171045 0.0340573 0.0573114 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof 6 Ungated Ungated 0.7102790 0.0730851 0.1267628 0.1741355 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 1 CD14 monocytes CD14 monocytes 0.8944135 0.0533529 0.0055570 0.0875739 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 2 CD19 CD19 0.9554241 0.0187197 0.0055315 0.0384509 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 3 CD3+ CD3+ 0.3233234 0.0600723 0.0745647 0.0601456 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 4 CD4 CD4 0.9437273 0.0321012 0.0608199 0.0045834 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 5 CD8 CD8 0.8257462 0.0211149 0.0309325 0.0626878 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda 6 Ungated Ungated 0.8136133 0.0558591 0.0511428 0.1329973 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 1 CD14 monocytes CD14 monocytes 0.1430850 0.0081484 0.0127061 0.0009487 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 2 CD19 CD19 0.1343032 0.0073497 0.0100605 0.0010150 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 3 CD3+ CD3+ 0.0796877 0.0046661 0.0039749 0.0005520 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 4 CD4 CD4 0.2429879 0.0034688 0.0237935 0.0011043 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 5 CD8 CD8 0.1485110 0.0052717 0.0085863 0.0009096 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random 6 Ungated Ungated 0.1436272 0.0069753 0.0101278 0.0008378 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 1 CD14 monocytes CD14 monocytes 0.9939607 0.0006741 0.0024306 0.0012974 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 2 CD19 CD19 0.9972325 0.0006063 0.0005927 0.0008730 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 3 CD3+ CD3+ 0.9102865 0.0090404 0.0124141 0.0213070 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 4 CD4 CD4 0.9960354 0.0007954 0.0012516 0.0006064 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 5 CD8 CD8 0.9741347 0.0041698 0.0069135 0.0076622 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno 6 Ungated Ungated 0.9857512 0.0014650 0.0021424 0.0032856 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 1 CD14 monocytes CD14 monocytes 0.9409804 0.0258989 0.0422797 0.0083676 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 2 CD19 CD19 0.9711239 0.0222929 0.0413392 0.0019215 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 3 CD3+ CD3+ 0.5352944 0.2029019 0.2153922 0.2068849 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 4 CD4 CD4 0.9794007 0.0063233 0.0162281 0.0060783 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 5 CD8 CD8 0.8160287 0.1397987 0.0351296 0.2246340 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate 6 Ungated Ungated 0.8590148 0.0632226 0.0059601 0.0964754 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 1 CD14 monocytes CD14 monocytes 0.9433450 0.0222327 0.0465341 0.0514199 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 2 CD19 CD19 0.9686915 0.0052340 0.0178466 0.0122281 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 3 CD3+ CD3+ 0.1953820 0.1051094 0.0465249 0.0838998 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 4 CD4 CD4 0.9581781 0.0086578 0.0275956 0.0190113 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 5 CD8 CD8 0.8677152 0.0136994 0.0250354 0.0217856 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof 6 Ungated Ungated 0.8558103 0.0295112 0.0484425 0.0803905 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 1 CD14 monocytes CD14 monocytes 0.8932239 0.0531647 0.0035106 0.0881978 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 2 CD19 CD19 0.9587219 0.0156419 0.0053270 0.0325450 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 3 CD3+ CD3+ 0.3385324 0.0577603 0.0557226 0.0620531 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 4 CD4 CD4 0.9435928 0.0315486 0.0615572 0.0073800 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 5 CD8 CD8 0.8389493 0.0230739 0.0269538 0.0606899 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda 6 Ungated Ungated 0.8213772 0.0571841 0.0371486 0.1290505 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 1 CD14 monocytes CD14 monocytes 0.1430130 0.0080552 0.0123082 0.0002831 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 2 CD19 CD19 0.1339394 0.0080006 0.0104760 0.0009979 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 3 CD3+ CD3+ 0.0797358 0.0043520 0.0037993 0.0012647 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 4 CD4 CD4 0.2431867 0.0033457 0.0238466 0.0008149 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 5 CD8 CD8 0.1483035 0.0050966 0.0086685 0.0007473 5
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random 6 Ungated Ungated 0.1428713 0.0065182 0.0098498 0.0016175 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 1 CD14 monocytes CD14 monocytes 0.9971683 0.0004364 0.0012050 0.0003660 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 2 CD19 CD19 0.9977245 0.0003994 0.0007520 0.0007967 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 3 CD3+ CD3+ 0.9190756 0.0250512 0.0331730 0.0492687 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 4 CD4 CD4 0.9961625 0.0015905 0.0012492 0.0021782 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 5 CD8 CD8 0.9705667 0.0073596 0.0233314 0.0131243 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno 6 Ungated Ungated 0.9858239 0.0006057 0.0022407 0.0031896 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 1 CD14 monocytes CD14 monocytes 0.9689873 0.0050211 0.0123105 0.0073633 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 2 CD19 CD19 0.9819610 0.0074178 0.0151801 0.0018186 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 3 CD3+ CD3+ 0.4088021 0.2647237 0.2438000 0.2997981 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 4 CD4 CD4 0.9731539 0.0106533 0.0085653 0.0218992 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 5 CD8 CD8 0.8784254 0.0352593 0.0705064 0.0255272 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate 6 Ungated Ungated 0.8786186 0.0282512 0.0026024 0.0471559 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 1 CD14 monocytes CD14 monocytes 0.9819059 0.0066357 0.0069911 0.0175808 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 2 CD19 CD19 0.9718954 0.0096543 0.0147904 0.0129802 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 3 CD3+ CD3+ 0.3951753 0.2941001 0.2467808 0.3135604 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 4 CD4 CD4 0.9724923 0.0102770 0.0127135 0.0156393 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 5 CD8 CD8 0.8467094 0.0330300 0.0993710 0.1061825 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof 6 Ungated Ungated 0.9026077 0.0277535 0.0278986 0.0404983 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 1 CD14 monocytes CD14 monocytes 0.9335637 0.0254576 0.0141379 0.0585239 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 2 CD19 CD19 0.9453941 0.0340581 0.0049159 0.0639751 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 3 CD3+ CD3+ 0.2886683 0.0578077 0.1014434 0.0848794 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 4 CD4 CD4 0.9649877 0.0070657 0.0153462 0.0068682 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 5 CD8 CD8 0.7855676 0.0488982 0.0869819 0.1060083 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda 6 Ungated Ungated 0.8046229 0.0412643 0.0608056 0.0534701 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 1 CD14 monocytes CD14 monocytes 0.1920161 0.0036037 0.0095137 0.0007852 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 2 CD19 CD19 0.1284702 0.0018834 0.0025971 0.0008032 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 3 CD3+ CD3+ 0.0698226 0.0038829 0.0030813 0.0004715 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 4 CD4 CD4 0.2366669 0.0023290 0.0121339 0.0008907 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 5 CD8 CD8 0.1162470 0.0017896 0.0021324 0.0011194 5
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random 6 Ungated Ungated 0.1412435 0.0027025 0.0041217 0.0001229 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 1 /Granulocytes /Granulocytes 0.9999028 0.0001565 0.0000740 0.0002494 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9949693 0.0057896 0.0089145 0.0027602 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9965510 0.0018060 0.0030942 0.0005318 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.9484975 0.0209337 0.0040051 0.0371900 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9869958 0.0105126 0.0156156 0.0066567 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7622674 0.4473984 0.0009180 0.5205042 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9814408 0.0198520 0.0281245 0.0164400 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9765212 0.0201682 0.0365978 0.0044788 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9978100 0.0011539 0.0021912 0.0001497 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0015949 NA NA 0.0003569 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9986962 0.0014395 0.0025226 0.0004001 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.9700488 0.0233511 0.0135496 0.0368371 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9928140 0.0067453 0.0083986 0.0053081 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9986644 0.0013611 0.0023061 0.0004920 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.6079967 0.4464206 0.0393328 0.4407811 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.9367277 0.0650265 0.0196619 0.1026546 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9951140 0.0041024 0.0047556 0.0037474 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9967074 0.0030440 0.0036727 0.0026004 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9884969 0.0108508 0.0097485 0.0155886 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9973917 0.0025104 0.0027940 0.0023389 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.9692121 0.0408158 0.0057859 0.0743439 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9863357 0.0152687 0.0030987 0.0296313 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9853807 0.0160107 0.0071305 0.0250127 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9876076 0.0123228 0.0201555 0.0042529 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.8858794 0.1036380 0.0650012 0.1468403 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9261216 0.0727530 0.0214341 0.1315390 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9808442 0.0117554 0.0025847 0.0215424 5
dataset_name-FR-FCM-Z3YR_seed-42 cyanno 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.9397124 0.0801193 0.0055929 0.1331650 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 1 /Granulocytes /Granulocytes 0.9980050 0.0013890 0.0000871 0.0028378 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9767595 0.0038012 0.0066544 0.0011644 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9479178 0.0249912 0.0214413 0.0482381 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4899034 0.1464315 0.1297037 0.2253330 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.8516472 0.0466089 0.0762251 0.0369380 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.7566811 0.2882062 0.3524154 0.4001483 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9045385 0.0242036 0.0417871 0.0028340 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9295122 0.0071124 0.0132361 0.0022663 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9903471 0.0090090 0.0173646 0.0001876 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0110010 0.0058493 0.0030059 0.1014849 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9818864 0.0026026 0.0024331 0.0072154 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.5005134 0.1218034 0.0824648 0.1178805 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9687435 0.0060458 0.0167898 0.0072117 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9744443 0.0039759 0.0041106 0.0047192 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0318693 0.0500221 0.0354991 0.0832395 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0778771 0.0243496 0.1755686 0.0131793 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9884443 0.0017881 0.0050842 0.0027249 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9710795 0.0175972 0.0024889 0.0315503 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8459395 0.1059063 0.0200443 0.1527806 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9610166 0.0153509 0.0249367 0.0125704 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.3678885 0.1477824 0.1250063 0.3037442 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9518344 0.0097655 0.0195041 0.0062474 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9419425 0.0114643 0.0164439 0.0353329 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8957606 0.0092642 0.0203604 0.0196316 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6444258 0.1520432 0.2096624 0.0837343 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8204479 0.0635968 0.0911891 0.0729611 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.8486268 0.0466841 0.0914053 0.0765144 5
dataset_name-FR-FCM-Z3YR_seed-42 cygate 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.3192227 0.2813530 0.3523028 0.2117181 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 1 /Granulocytes /Granulocytes 0.9994090 0.0001862 0.0001357 0.0002627 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9885086 0.0047813 0.0072316 0.0024574 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9856201 0.0065747 0.0135208 0.0037130 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.6806288 0.2355930 0.0855855 0.2927687 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.9376133 0.0248977 0.0498252 0.0374071 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8868281 0.0840987 0.1222269 0.4004709 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.9170172 0.0621824 0.0798868 0.1104743 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.9726170 0.0132739 0.0295795 0.0124949 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9963174 0.0024500 0.0054954 0.0022624 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0073200 0.0077101 0.0997917 0.0042148 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9830838 0.0063267 0.0035799 0.0142249 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.8904048 0.0401507 0.0603111 0.0949759 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9697912 0.0123499 0.0265400 0.0108597 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9884304 0.0043971 0.0099189 0.0025202 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.7481811 0.1266022 0.1195683 0.2033940 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8906807 0.0384778 0.0434703 0.0823098 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9788709 0.0041283 0.0099541 0.0040633 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9684437 0.0071846 0.0170051 0.0246827 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.9254346 0.0319329 0.0333221 0.0597268 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9750317 0.0078259 0.0198878 0.0096518 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.8315601 0.0628261 0.1494838 0.0537664 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.9248658 0.0600634 0.1047131 0.0110106 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.9809610 0.0123909 0.0071892 0.0191574 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.9189251 0.0408368 0.0412862 0.0857721 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6319850 0.1112545 0.1053392 0.2037412 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.9014608 0.0257254 0.0421433 0.0719811 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.9690472 0.0170639 0.0349873 0.0145396 5
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7817795 0.1145441 0.0298881 0.1672179 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 1 /Granulocytes /Granulocytes 0.9920517 0.0045166 0.0000214 0.0088839 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.9657857 0.0082217 0.0171906 0.0017260 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.9397047 0.0128069 0.0133524 0.0130013 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.4259651 0.1512260 0.1282398 0.2026141 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.7987508 0.0351095 0.0825635 0.0350879 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.8381994 0.0173840 0.0404421 0.4241447 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.8058207 0.0229777 0.0330211 0.0155476 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.8716001 0.0040276 0.0075058 0.0017803 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.9170688 0.0067427 0.0115746 0.0000826 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0481132 0.0136942 0.0086039 0.0576456 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.9564201 0.0023126 0.0030798 0.0028735 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.6332422 0.0740174 0.0794624 0.0742341 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.9205635 0.0098032 0.0180093 0.0010345 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.9642419 0.0013671 0.0013873 0.0027009 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.3898884 0.0569685 0.0684535 0.0534557 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.8603703 0.0190470 0.0434834 0.0135523 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.9497978 0.0027008 0.0055547 0.0022255 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.9173536 0.0186197 0.0185304 0.0190020 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.8759022 0.0486394 0.0521917 0.0530971 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.9297118 0.0227085 0.0446380 0.0050054 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.7633752 0.0487284 0.0665899 0.0220330 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.8084608 0.0417996 0.0622670 0.0130605 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.8424187 0.0494427 0.0733835 0.0145688 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.8594098 0.0177572 0.0373750 0.0187448 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.6351569 0.0646211 0.0733561 0.0504019 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.8219025 0.0138306 0.0208911 0.0030355 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.7333099 0.0500145 0.0498690 0.0487164 5
dataset_name-FR-FCM-Z3YR_seed-42 lda 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.7073246 0.0080082 0.0119642 0.0125950 5
dataset_name-FR-FCM-Z3YR_seed-42 random 1 /Granulocytes /Granulocytes 0.0657566 0.0009223 0.0003827 0.0005173 5
dataset_name-FR-FCM-Z3YR_seed-42 random 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 0.0362920 0.0003912 0.0002442 0.0005412 5
dataset_name-FR-FCM-Z3YR_seed-42 random 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 0.0446038 0.0003946 0.0003039 0.0005283 5
dataset_name-FR-FCM-Z3YR_seed-42 random 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 0.0056578 0.0001467 0.0000831 0.0009426 5
dataset_name-FR-FCM-Z3YR_seed-42 random 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 0.0097005 0.0001846 0.0001064 0.0009229 5
dataset_name-FR-FCM-Z3YR_seed-42 random 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0.0003707 0.0000203 0.0000102 0.0161723 5
dataset_name-FR-FCM-Z3YR_seed-42 random 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 0.0058613 0.0002332 0.0001283 0.0013798 5
dataset_name-FR-FCM-Z3YR_seed-42 random 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 0.0048739 0.0001582 0.0000853 0.0011802 5
dataset_name-FR-FCM-Z3YR_seed-42 random 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 0.0141162 0.0000774 0.0000686 0.0003963 5
dataset_name-FR-FCM-Z3YR_seed-42 random 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0.0001578 0.0000163 0.0000081 0.0035041 5
dataset_name-FR-FCM-Z3YR_seed-42 random 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 0.0450518 0.0006886 0.0003819 0.0007598 5
dataset_name-FR-FCM-Z3YR_seed-42 random 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 0.0059184 0.0001668 0.0000898 0.0012461 5
dataset_name-FR-FCM-Z3YR_seed-42 random 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 0.0140959 0.0001096 0.0000517 0.0005986 5
dataset_name-FR-FCM-Z3YR_seed-42 random 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 0.0490813 0.0005160 0.0003043 0.0005313 5
dataset_name-FR-FCM-Z3YR_seed-42 random 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 0.0006288 0.0000590 0.0000298 0.0026647 5
dataset_name-FR-FCM-Z3YR_seed-42 random 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 0.0051085 0.0000785 0.0000401 0.0010262 5
dataset_name-FR-FCM-Z3YR_seed-42 random 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 0.0313368 0.0003545 0.0002014 0.0006930 5
dataset_name-FR-FCM-Z3YR_seed-42 random 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 0.0314583 0.0002863 0.0001681 0.0006048 5
dataset_name-FR-FCM-Z3YR_seed-42 random 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 0.0101729 0.0001584 0.0000770 0.0011013 5
dataset_name-FR-FCM-Z3YR_seed-42 random 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 0.0305989 0.0002152 0.0001519 0.0004604 5
dataset_name-FR-FCM-Z3YR_seed-42 random 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 0.0033753 0.0001531 0.0000801 0.0018240 5
dataset_name-FR-FCM-Z3YR_seed-42 random 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 0.0057185 0.0000980 0.0000535 0.0007335 5
dataset_name-FR-FCM-Z3YR_seed-42 random 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 0.0071325 0.0001361 0.0000778 0.0007724 5
dataset_name-FR-FCM-Z3YR_seed-42 random 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 0.0105584 0.0001469 0.0000986 0.0002389 5
dataset_name-FR-FCM-Z3YR_seed-42 random 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 0.0009165 0.0000536 0.0000273 0.0013365 5
dataset_name-FR-FCM-Z3YR_seed-42 random 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 0.0010446 0.0000249 0.0000128 0.0005706 5
dataset_name-FR-FCM-Z3YR_seed-42 random 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 0.0055995 0.0001142 0.0000626 0.0008219 5
dataset_name-FR-FCM-Z3YR_seed-42 random 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 0.0027721 0.0000370 0.0000199 0.0006494 5
dataset_name-Levine_seed-42 cyanno 1 Basophils Basophils 0.1267680 0.1762966 0.1138786 0.1184583 2
dataset_name-Levine_seed-42 cyanno 10 Monocytes Monocytes 0.2772627 0.2098020 0.0010069 0.2100403 2
dataset_name-Levine_seed-42 cyanno 11 Plasma_B_cells Plasma_B_cells 0.0646877 0.0799376 0.0000000 0.0458561 2
dataset_name-Levine_seed-42 cyanno 12 Pre_B_cells Pre_B_cells 0.2468908 0.1967351 0.0062620 0.1800058 2
dataset_name-Levine_seed-42 cyanno 13 Pro_B_cells Pro_B_cells 0.0584717 0.0420921 0.0000000 0.0237650 2
dataset_name-Levine_seed-42 cyanno 14 pDCs pDCs 0.0197853 0.0237016 0.1178511 0.0123360 2
dataset_name-Levine_seed-42 cyanno 15 ungated ungated 0.7039640 0.0574839 0.0246286 0.1108096 2
dataset_name-Levine_seed-42 cyanno 2 CD16+_NK_cells CD16+_NK_cells 0.1660450 0.2098204 0.0016293 0.1561209 2
dataset_name-Levine_seed-42 cyanno 3 CD16-_NK_cells CD16-_NK_cells 0.1923266 0.1664901 0.0043773 0.1304698 2
dataset_name-Levine_seed-42 cyanno 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0161290 NA NA 0.0057960 2
dataset_name-Levine_seed-42 cyanno 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.1702230 0.1880117 0.0019678 0.1405038 2
dataset_name-Levine_seed-42 cyanno 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0775569 0.1012515 0.0628539 0.0601020 2
dataset_name-Levine_seed-42 cyanno 7 CD4_T_cells CD4_T_cells 0.3880008 0.1280088 0.0033945 0.1742759 2
dataset_name-Levine_seed-42 cyanno 8 CD8_T_cells CD8_T_cells 0.3534818 0.0149052 0.0014866 0.0174501 2
dataset_name-Levine_seed-42 cyanno 9 Mature_B_cells Mature_B_cells 0.4286646 0.0788677 0.0054740 0.1202579 2
dataset_name-Levine_seed-42 cygate 1 Basophils Basophils 0.5274664 0.0786082 0.0739358 0.0073794 2
dataset_name-Levine_seed-42 cygate 10 Monocytes Monocytes 0.5672259 0.0291158 0.0277500 0.0044144 2
dataset_name-Levine_seed-42 cygate 11 Plasma_B_cells Plasma_B_cells 0.5177633 0.0422225 0.0643187 0.1170787 2
dataset_name-Levine_seed-42 cygate 12 Pre_B_cells Pre_B_cells 0.5738382 0.0687152 0.0663641 0.0104804 2
dataset_name-Levine_seed-42 cygate 13 Pro_B_cells Pro_B_cells 0.3408825 0.3729593 0.2697622 0.6040061 2
dataset_name-Levine_seed-42 cygate 14 pDCs pDCs 0.4872147 0.0443640 0.0354113 0.0364502 2
dataset_name-Levine_seed-42 cygate 15 ungated ungated 0.0659178 0.0178954 0.0776867 0.0095402 2
dataset_name-Levine_seed-42 cygate 2 CD16+_NK_cells CD16+_NK_cells 0.5382810 0.0030687 0.0104435 0.0675172 2
dataset_name-Levine_seed-42 cygate 3 CD16-_NK_cells CD16-_NK_cells 0.5335212 0.0409592 0.0583739 0.0884116 2
dataset_name-Levine_seed-42 cygate 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0305035 0.0380604 0.0267809 0.0656663 2
dataset_name-Levine_seed-42 cygate 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.5806008 0.0493598 0.0507439 0.0053557 2
dataset_name-Levine_seed-42 cygate 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.5983844 0.0354359 0.0326938 0.0201727 2
dataset_name-Levine_seed-42 cygate 7 CD4_T_cells CD4_T_cells 0.5894247 0.0531364 0.0518626 0.0112105 2
dataset_name-Levine_seed-42 cygate 8 CD8_T_cells CD8_T_cells 0.6045340 0.0423108 0.0436804 0.0004805 2
dataset_name-Levine_seed-42 cygate 9 Mature_B_cells Mature_B_cells 0.6198468 0.0276726 0.0247066 0.0227216 2
dataset_name-Levine_seed-42 dgcytof 1 Basophils Basophils 0.0498221 NA NA 0.0189645 2
dataset_name-Levine_seed-42 dgcytof 10 Monocytes Monocytes 0.2731228 0.3231707 0.1150133 0.3410505 2
dataset_name-Levine_seed-42 dgcytof 11 Plasma_B_cells Plasma_B_cells 0.4554371 0.1333971 0.0389216 0.2444320 2
dataset_name-Levine_seed-42 dgcytof 12 Pre_B_cells Pre_B_cells 0.0028664 NA NA 0.0010163 2
dataset_name-Levine_seed-42 dgcytof 13 Pro_B_cells Pro_B_cells 0.2410227 0.2504512 0.0120530 0.2493358 2
dataset_name-Levine_seed-42 dgcytof 14 pDCs pDCs 0.2445302 NA NA 0.1158192 2
dataset_name-Levine_seed-42 dgcytof 15 ungated ungated 0.7258913 0.0371326 0.0290050 0.0507646 2
dataset_name-Levine_seed-42 dgcytof 2 CD16+_NK_cells CD16+_NK_cells 0.3678816 0.2369403 0.0580687 0.4477299 2
dataset_name-Levine_seed-42 dgcytof 3 CD16-_NK_cells CD16-_NK_cells 0.4487492 0.0695322 0.0384530 0.0964685 2
dataset_name-Levine_seed-42 dgcytof 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.1151079 NA 0.3327561 0.0463677 2
dataset_name-Levine_seed-42 dgcytof 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0519836 NA NA 0.0195088 2
dataset_name-Levine_seed-42 dgcytof 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2580594 0.2025076 0.0354309 0.2237175 2
dataset_name-Levine_seed-42 dgcytof 7 CD4_T_cells CD4_T_cells 0.0016513 NA NA 0.0005850 2
dataset_name-Levine_seed-42 dgcytof 8 CD8_T_cells CD8_T_cells 0.2012980 0.2080223 0.0371446 0.1687950 2
dataset_name-Levine_seed-42 dgcytof 9 Mature_B_cells Mature_B_cells 0.2310974 NA NA 0.1072713 2
dataset_name-Levine_seed-42 lda 1 Basophils Basophils 0.2555170 0.1260495 0.0368321 0.3882649 2
dataset_name-Levine_seed-42 lda 10 Monocytes Monocytes 0.4985031 0.0504000 0.0147643 0.2212659 2
dataset_name-Levine_seed-42 lda 11 Plasma_B_cells Plasma_B_cells 0.5140337 0.0369947 0.0010971 0.1928663 2
dataset_name-Levine_seed-42 lda 12 Pre_B_cells Pre_B_cells 0.4410410 0.2291248 0.0745243 0.4519597 2
dataset_name-Levine_seed-42 lda 13 Pro_B_cells Pro_B_cells 0.2166632 0.1760396 0.1007547 0.5168080 2
dataset_name-Levine_seed-42 lda 14 pDCs pDCs 0.3460911 0.1803835 0.1626450 0.1071990 2
dataset_name-Levine_seed-42 lda 15 ungated ungated 0.5450438 0.1069576 0.0133649 0.1515359 2
dataset_name-Levine_seed-42 lda 2 CD16+_NK_cells CD16+_NK_cells 0.3339097 0.2726331 0.0343495 0.5730503 2
dataset_name-Levine_seed-42 lda 3 CD16-_NK_cells CD16-_NK_cells 0.3868134 0.0544874 0.0244023 0.2189548 2
dataset_name-Levine_seed-42 lda 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.2556707 0.0530173 0.0860422 0.2075158 2
dataset_name-Levine_seed-42 lda 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.3513848 0.0218374 0.0773314 0.0330489 2
dataset_name-Levine_seed-42 lda 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.2419394 0.0008207 0.0222091 0.2266315 2
dataset_name-Levine_seed-42 lda 7 CD4_T_cells CD4_T_cells 0.4016233 0.1903347 0.0429828 0.2965529 2
dataset_name-Levine_seed-42 lda 8 CD8_T_cells CD8_T_cells 0.4814350 0.0969062 0.0448182 0.1644987 2
dataset_name-Levine_seed-42 lda 9 Mature_B_cells Mature_B_cells 0.5568984 0.0264388 0.0425706 0.0217988 2
dataset_name-Levine_seed-42 random 1 Basophils Basophils 0.0069382 0.0022088 0.0012279 0.0054242 2
dataset_name-Levine_seed-42 random 10 Monocytes Monocytes 0.0733508 0.0021611 0.0090021 0.0032620 2
dataset_name-Levine_seed-42 random 11 Plasma_B_cells Plasma_B_cells 0.0014474 0.0009545 0.0004867 0.0244833 2
dataset_name-Levine_seed-42 random 12 Pre_B_cells Pre_B_cells 0.0381823 0.0125874 0.0127656 0.0028226 2
dataset_name-Levine_seed-42 random 13 Pro_B_cells Pro_B_cells 0.0039471 0.0029646 0.0016048 0.0053036 2
dataset_name-Levine_seed-42 random 14 pDCs pDCs 0.0111091 0.0063004 0.0036896 0.0039205 2
dataset_name-Levine_seed-42 random 15 ungated ungated 0.1195857 0.0018004 0.0404416 0.0006018 2
dataset_name-Levine_seed-42 random 2 CD16+_NK_cells CD16+_NK_cells 0.0132175 0.0045187 0.0027316 0.0067050 2
dataset_name-Levine_seed-42 random 3 CD16-_NK_cells CD16-_NK_cells 0.0252064 0.0011633 0.0012844 0.0071324 2
dataset_name-Levine_seed-42 random 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0.0018553 0.0006740 0.0003501 0.0001911 2
dataset_name-Levine_seed-42 random 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0.0243956 0.0110585 0.0074929 0.0140535 2
dataset_name-Levine_seed-42 random 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 0.0077937 0.0009444 0.0004923 0.0112627 2
dataset_name-Levine_seed-42 random 7 CD4_T_cells CD4_T_cells 0.0808677 0.0040759 0.0124154 0.0002551 2
dataset_name-Levine_seed-42 random 8 CD8_T_cells CD8_T_cells 0.0735189 0.0081425 0.0184912 0.0009728 2
dataset_name-Levine_seed-42 random 9 Mature_B_cells Mature_B_cells 0.0622476 0.0059099 0.0085322 0.0026861 2
dataset_name-Samusik_seed-42 cyanno 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.1912298 0.0756728 0.0173941 0.0484718 5
dataset_name-Samusik_seed-42 cyanno 10 HSC HSC NA NA NA 0.0000000 5
dataset_name-Samusik_seed-42 cyanno 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.9388574 0.0042600 0.0022898 0.0096451 5
dataset_name-Samusik_seed-42 cyanno 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9824710 0.0008189 0.0008061 0.0020605 5
dataset_name-Samusik_seed-42 cyanno 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8954949 0.0086742 0.0107106 0.0223944 5
dataset_name-Samusik_seed-42 cyanno 14 Intermediate Monocytes Intermediate Monocytes 0.9442022 0.0062460 0.0038491 0.0160909 5
dataset_name-Samusik_seed-42 cyanno 15 MEP MEP 0.6754296 0.0463167 0.0168159 0.0795282 5
dataset_name-Samusik_seed-42 cyanno 16 MPP MPP 0.1111556 0.0570676 0.0097794 0.0318716 5
dataset_name-Samusik_seed-42 cyanno 17 Macrophages Macrophages 0.5236172 0.0335229 0.0208417 0.0371797 5
dataset_name-Samusik_seed-42 cyanno 18 NK cells NK cells 0.8308863 0.0504634 0.0121289 0.0803162 5
dataset_name-Samusik_seed-42 cyanno 19 NKT cells NKT cells 0.9273444 0.0094600 0.0033341 0.0206146 5
dataset_name-Samusik_seed-42 cyanno 2 Basophils Basophils 0.7816699 0.0155131 0.0220575 0.0340456 5
dataset_name-Samusik_seed-42 cyanno 20 Non-Classical Monocytes Non-Classical Monocytes 0.9455955 0.0090213 0.0081039 0.0148637 5
dataset_name-Samusik_seed-42 cyanno 21 Plasma Cells Plasma Cells 0.5796549 0.2637037 0.0339046 0.3135350 5
dataset_name-Samusik_seed-42 cyanno 22 gd T cells gd T cells 0.1487455 0.1129832 0.0254556 0.0665431 5
dataset_name-Samusik_seed-42 cyanno 23 mDCs mDCs 0.4056113 0.1118682 0.0274305 0.0929573 5
dataset_name-Samusik_seed-42 cyanno 24 pDCs pDCs 0.9800432 0.0006996 0.0012339 0.0016830 5
dataset_name-Samusik_seed-42 cyanno 25 ungated ungated 0.9066348 0.0019860 0.0040355 0.0018053 5
dataset_name-Samusik_seed-42 cyanno 3 CD4 T cells CD4 T cells 0.9258523 0.0082742 0.0064783 0.0147526 5
dataset_name-Samusik_seed-42 cyanno 4 CD8 T cells CD8 T cells 0.9736724 0.0042342 0.0025221 0.0081116 5
dataset_name-Samusik_seed-42 cyanno 5 CLP CLP NA NA NA 0.0000000 5
dataset_name-Samusik_seed-42 cyanno 6 CMP CMP 0.1117366 0.0692764 0.0148321 0.0403126 5
dataset_name-Samusik_seed-42 cyanno 7 Classical Monocytes Classical Monocytes 0.9560990 0.0026765 0.0050339 0.0067044 5
dataset_name-Samusik_seed-42 cyanno 8 Eosinophils Eosinophils 0.9553137 0.0015009 0.0025806 0.0054888 5
dataset_name-Samusik_seed-42 cyanno 9 GMP GMP 0.6569801 0.0445439 0.0280474 0.0553186 5
dataset_name-Samusik_seed-42 cygate 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0973974 0.0469227 0.1028231 0.0317915 5
dataset_name-Samusik_seed-42 cygate 10 HSC HSC 0.0352793 0.0273098 0.0175396 0.1341644 5
dataset_name-Samusik_seed-42 cygate 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.7922712 0.0069639 0.0102495 0.0018045 5
dataset_name-Samusik_seed-42 cygate 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9345689 0.0163234 0.0293491 0.0000943 5
dataset_name-Samusik_seed-42 cygate 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.5232534 0.0300200 0.0279327 0.0021520 5
dataset_name-Samusik_seed-42 cygate 14 Intermediate Monocytes Intermediate Monocytes 0.8377556 0.0248197 0.0369355 0.0020899 5
dataset_name-Samusik_seed-42 cygate 15 MEP MEP 0.6809399 0.0121021 0.0138473 0.0030013 5
dataset_name-Samusik_seed-42 cygate 16 MPP MPP 0.3735249 0.0315055 0.0255683 0.0390582 5
dataset_name-Samusik_seed-42 cygate 17 Macrophages Macrophages 0.4692620 0.0064400 0.0058727 0.0105592 5
dataset_name-Samusik_seed-42 cygate 18 NK cells NK cells 0.5173852 0.0101758 0.0101166 0.0105162 5
dataset_name-Samusik_seed-42 cygate 19 NKT cells NKT cells 0.6784062 0.0170112 0.0078130 0.0382032 5
dataset_name-Samusik_seed-42 cygate 2 Basophils Basophils 0.6284498 0.0125778 0.0131023 0.0279424 5
dataset_name-Samusik_seed-42 cygate 20 Non-Classical Monocytes Non-Classical Monocytes 0.7795662 0.1766866 0.0370810 0.2672741 5
dataset_name-Samusik_seed-42 cygate 21 Plasma Cells Plasma Cells 0.7874744 0.0389206 0.0657926 0.0207074 5
dataset_name-Samusik_seed-42 cygate 22 gd T cells gd T cells 0.2992852 0.0192519 0.0146227 0.0135852 5
dataset_name-Samusik_seed-42 cygate 23 mDCs mDCs 0.6492458 0.0186431 0.0213961 0.0094458 5
dataset_name-Samusik_seed-42 cygate 24 pDCs pDCs 0.9437341 0.0059923 0.0046375 0.0135592 5
dataset_name-Samusik_seed-42 cygate 25 ungated ungated 0.4188278 0.0204624 0.0026058 0.0166560 5
dataset_name-Samusik_seed-42 cygate 3 CD4 T cells CD4 T cells 0.6529146 0.0006223 0.0007213 0.0035397 5
dataset_name-Samusik_seed-42 cygate 4 CD8 T cells CD8 T cells 0.7881732 0.0115892 0.0163137 0.0018774 5
dataset_name-Samusik_seed-42 cygate 5 CLP CLP 0.0978867 0.0206411 0.0108835 0.1789290 5
dataset_name-Samusik_seed-42 cygate 6 CMP CMP 0.3562819 0.0059569 0.0044638 0.0026809 5
dataset_name-Samusik_seed-42 cygate 7 Classical Monocytes Classical Monocytes 0.8269708 0.0183218 0.0261601 0.0018673 5
dataset_name-Samusik_seed-42 cygate 8 Eosinophils Eosinophils 0.8640221 0.0079813 0.0036228 0.0215319 5
dataset_name-Samusik_seed-42 cygate 9 GMP GMP 0.5114899 0.0325064 0.0311214 0.0086484 5
dataset_name-Samusik_seed-42 dgcytof 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.5400713 0.0626071 0.0179385 0.0813476 5
dataset_name-Samusik_seed-42 dgcytof 10 HSC HSC 0.1321078 0.0661778 0.1266893 0.0609649 5
dataset_name-Samusik_seed-42 dgcytof 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.8981858 0.0127346 0.0211065 0.0162469 5
dataset_name-Samusik_seed-42 dgcytof 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9647115 0.0037071 0.0134874 0.0118681 5
dataset_name-Samusik_seed-42 dgcytof 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.8438930 0.0048579 0.0359641 0.0392138 5
dataset_name-Samusik_seed-42 dgcytof 14 Intermediate Monocytes Intermediate Monocytes 0.9291636 0.0039969 0.0143702 0.0182677 5
dataset_name-Samusik_seed-42 dgcytof 15 MEP MEP 0.7065987 0.0283808 0.0336135 0.0983459 5
dataset_name-Samusik_seed-42 dgcytof 16 MPP MPP 0.5598371 0.0379972 0.0494325 0.0568055 5
dataset_name-Samusik_seed-42 dgcytof 17 Macrophages Macrophages 0.5409487 0.1278824 0.0463068 0.1916018 5
dataset_name-Samusik_seed-42 dgcytof 18 NK cells NK cells 0.7677245 0.0322255 0.0528500 0.0893309 5
dataset_name-Samusik_seed-42 dgcytof 19 NKT cells NKT cells 0.8789398 0.0074699 0.0450132 0.0522723 5
dataset_name-Samusik_seed-42 dgcytof 2 Basophils Basophils 0.7867866 0.0147745 0.0328704 0.0479187 5
dataset_name-Samusik_seed-42 dgcytof 20 Non-Classical Monocytes Non-Classical Monocytes 0.8959044 0.0087310 0.0227349 0.0182591 5
dataset_name-Samusik_seed-42 dgcytof 21 Plasma Cells Plasma Cells 0.8029829 0.0523086 0.0169866 0.1078292 5
dataset_name-Samusik_seed-42 dgcytof 22 gd T cells gd T cells 0.6345745 0.0277207 0.0667712 0.0509206 5
dataset_name-Samusik_seed-42 dgcytof 23 mDCs mDCs 0.5677857 0.1748689 0.0708464 0.2147942 5
dataset_name-Samusik_seed-42 dgcytof 24 pDCs pDCs 0.9607535 0.0056921 0.0114140 0.0035686 5
dataset_name-Samusik_seed-42 dgcytof 25 ungated ungated 0.8619246 0.0083427 0.0068941 0.0130393 5
dataset_name-Samusik_seed-42 dgcytof 3 CD4 T cells CD4 T cells 0.7890665 0.0170965 0.0798281 0.0952443 5
dataset_name-Samusik_seed-42 dgcytof 4 CD8 T cells CD8 T cells 0.8999259 0.0057128 0.0316184 0.0339030 5
dataset_name-Samusik_seed-42 dgcytof 5 CLP CLP 0.1908031 0.1199798 0.1379653 0.1041895 5
dataset_name-Samusik_seed-42 dgcytof 6 CMP CMP 0.5117358 0.0539123 0.0524396 0.0771112 5
dataset_name-Samusik_seed-42 dgcytof 7 Classical Monocytes Classical Monocytes 0.9321797 0.0082191 0.0225983 0.0188219 5
dataset_name-Samusik_seed-42 dgcytof 8 Eosinophils Eosinophils 0.9408355 0.0052656 0.0223878 0.0175706 5
dataset_name-Samusik_seed-42 dgcytof 9 GMP GMP 0.6988581 0.0325171 0.0430206 0.0943832 5
dataset_name-Samusik_seed-42 lda 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0227460 0.0077548 0.0055021 0.0063464 5
dataset_name-Samusik_seed-42 lda 10 HSC HSC 0.0198879 0.0042612 0.0028464 0.0534290 5
dataset_name-Samusik_seed-42 lda 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.4197419 0.0661026 0.0384707 0.1175894 5
dataset_name-Samusik_seed-42 lda 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.9459637 0.0074017 0.0044277 0.0169229 5
dataset_name-Samusik_seed-42 lda 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.1510924 0.0271306 0.0175702 0.0340301 5
dataset_name-Samusik_seed-42 lda 14 Intermediate Monocytes Intermediate Monocytes 0.7402073 0.0653990 0.0124072 0.1379683 5
dataset_name-Samusik_seed-42 lda 15 MEP MEP 0.4440989 0.0095935 0.0228894 0.0580929 5
dataset_name-Samusik_seed-42 lda 16 MPP MPP 0.1635194 0.0225864 0.0144459 0.0541797 5
dataset_name-Samusik_seed-42 lda 17 Macrophages Macrophages 0.5712489 0.0186415 0.0081585 0.1022199 5
dataset_name-Samusik_seed-42 lda 18 NK cells NK cells 0.4444544 0.0105701 0.0063185 0.0456860 5
dataset_name-Samusik_seed-42 lda 19 NKT cells NKT cells 0.5955151 0.0037606 0.0076641 0.0149526 5
dataset_name-Samusik_seed-42 lda 2 Basophils Basophils 0.5773741 0.0357548 0.0258922 0.1343984 5
dataset_name-Samusik_seed-42 lda 20 Non-Classical Monocytes Non-Classical Monocytes 0.7791973 0.0095585 0.0235903 0.0356625 5
dataset_name-Samusik_seed-42 lda 21 Plasma Cells Plasma Cells 0.8898904 0.0086816 0.0087625 0.0266791 5
dataset_name-Samusik_seed-42 lda 22 gd T cells gd T cells 0.3553028 0.0244215 0.0286164 0.0808785 5
dataset_name-Samusik_seed-42 lda 23 mDCs mDCs 0.6150530 0.0137314 0.0292350 0.0377799 5
dataset_name-Samusik_seed-42 lda 24 pDCs pDCs 0.8486987 0.0171483 0.0048307 0.0329038 5
dataset_name-Samusik_seed-42 lda 25 ungated ungated 0.6422923 0.0113692 0.0280514 0.0434675 5
dataset_name-Samusik_seed-42 lda 3 CD4 T cells CD4 T cells 0.6497094 0.0017575 0.0064399 0.0232817 5
dataset_name-Samusik_seed-42 lda 4 CD8 T cells CD8 T cells 0.7820065 0.0152996 0.0106564 0.0461570 5
dataset_name-Samusik_seed-42 lda 5 CLP CLP 0.0849230 0.0138568 0.0073771 0.0725839 5
dataset_name-Samusik_seed-42 lda 6 CMP CMP 0.1885516 0.0239876 0.0072270 0.0740174 5
dataset_name-Samusik_seed-42 lda 7 Classical Monocytes Classical Monocytes 0.5291837 0.0925822 0.0209726 0.1338114 5
dataset_name-Samusik_seed-42 lda 8 Eosinophils Eosinophils 0.8316710 0.0050268 0.0072025 0.0097179 5
dataset_name-Samusik_seed-42 lda 9 GMP GMP 0.3804292 0.0608449 0.0380000 0.1533674 5
dataset_name-Samusik_seed-42 random 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 0.0086089 0.0003241 0.0001761 0.0020287 5
dataset_name-Samusik_seed-42 random 10 HSC HSC 0.0000795 0.0000288 0.0000144 0.0205655 5
dataset_name-Samusik_seed-42 random 11 IgD- IgMpos B cells IgD- IgMpos B cells 0.0474511 0.0011533 0.0022138 0.0007834 5
dataset_name-Samusik_seed-42 random 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 0.0618441 0.0016865 0.0037401 0.0011046 5
dataset_name-Samusik_seed-42 random 13 IgM- IgD- B-cells IgM- IgD- B-cells 0.0311910 0.0016060 0.0014962 0.0016584 5
dataset_name-Samusik_seed-42 random 14 Intermediate Monocytes Intermediate Monocytes 0.0569821 0.0006226 0.0017595 0.0005432 5
dataset_name-Samusik_seed-42 random 15 MEP MEP 0.0112222 0.0003512 0.0002254 0.0004628 5
dataset_name-Samusik_seed-42 random 16 MPP MPP 0.0028711 0.0002157 0.0001112 0.0035651 5
dataset_name-Samusik_seed-42 random 17 Macrophages Macrophages 0.0063274 0.0005910 0.0003236 0.0034808 5
dataset_name-Samusik_seed-42 random 18 NK cells NK cells 0.0068420 0.0006325 0.0003637 0.0019933 5
dataset_name-Samusik_seed-42 random 19 NKT cells NKT cells 0.0159977 0.0009353 0.0006005 0.0021027 5
dataset_name-Samusik_seed-42 random 2 Basophils Basophils 0.0083900 0.0005584 0.0003135 0.0026270 5
dataset_name-Samusik_seed-42 random 20 Non-Classical Monocytes Non-Classical Monocytes 0.0153550 0.0011444 0.0007114 0.0030422 5
dataset_name-Samusik_seed-42 random 21 Plasma Cells Plasma Cells 0.0034050 0.0004904 0.0002626 0.0033816 5
dataset_name-Samusik_seed-42 random 22 gd T cells gd T cells 0.0010024 0.0002034 0.0001028 0.0096831 5
dataset_name-Samusik_seed-42 random 23 mDCs mDCs 0.0026617 0.0005044 0.0002609 0.0075439 5
dataset_name-Samusik_seed-42 random 24 pDCs pDCs 0.0353837 0.0018584 0.0016051 0.0022032 5
dataset_name-Samusik_seed-42 random 25 ungated ungated 0.0719084 0.0002063 0.0032607 0.0000986 5
dataset_name-Samusik_seed-42 random 3 CD4 T cells CD4 T cells 0.0112359 0.0008753 0.0005101 0.0033239 5
dataset_name-Samusik_seed-42 random 4 CD8 T cells CD8 T cells 0.0209630 0.0006751 0.0005232 0.0008304 5
dataset_name-Samusik_seed-42 random 5 CLP CLP 0.0010886 0.0001906 0.0000967 0.0065066 5
dataset_name-Samusik_seed-42 random 6 CMP CMP 0.0046021 0.0006793 0.0003605 0.0059425 5
dataset_name-Samusik_seed-42 random 7 Classical Monocytes Classical Monocytes 0.0605722 0.0004171 0.0022959 0.0003701 5
dataset_name-Samusik_seed-42 random 8 Eosinophils Eosinophils 0.0488994 0.0014093 0.0024130 0.0009809 5
dataset_name-Samusik_seed-42 random 9 GMP GMP 0.0120741 0.0006852 0.0003871 0.0028970 5
dataset_name-Transformed_seed-42 cyanno 1 B-cells IgM+ B-cells IgM+ 0.9357585 0.0082431 0.0097698 0.0131741 5
dataset_name-Transformed_seed-42 cyanno 2 B-cells IgM- B-cells IgM- 0.7586109 0.0897403 0.0410216 0.1556487 5
dataset_name-Transformed_seed-42 cyanno 3 CD4 T-cells CD4 T-cells 0.9551006 0.0098705 0.0131858 0.0172535 5
dataset_name-Transformed_seed-42 cyanno 4 CD8 T-cells CD8 T-cells 0.8921459 0.0117381 0.0283285 0.0090010 5
dataset_name-Transformed_seed-42 cyanno 5 DC DC 0.6915440 0.0799849 0.0276852 0.0971543 5
dataset_name-Transformed_seed-42 cyanno 6 NK cells NK cells 0.9078622 0.0056056 0.0254471 0.0212390 5
dataset_name-Transformed_seed-42 cyanno 7 monocytes monocytes 0.8539591 0.0192925 0.0082397 0.0364728 5
dataset_name-Transformed_seed-42 cyanno 8 ungated ungated 0.8558031 0.0201805 0.0286942 0.0182070 5
dataset_name-Transformed_seed-42 cygate 1 B-cells IgM+ B-cells IgM+ 0.9154646 0.0051437 0.0108350 0.0177135 5
dataset_name-Transformed_seed-42 cygate 2 B-cells IgM- B-cells IgM- 0.7210553 0.0548540 0.0442034 0.1084438 5
dataset_name-Transformed_seed-42 cygate 3 CD4 T-cells CD4 T-cells 0.9182166 0.0177683 0.0412612 0.0571867 5
dataset_name-Transformed_seed-42 cygate 4 CD8 T-cells CD8 T-cells 0.8162155 0.0197866 0.0275425 0.0409345 5
dataset_name-Transformed_seed-42 cygate 5 DC DC 0.7630156 0.0481358 0.0322048 0.0632029 5
dataset_name-Transformed_seed-42 cygate 6 NK cells NK cells 0.8314607 0.0404742 0.0233343 0.0981911 5
dataset_name-Transformed_seed-42 cygate 7 monocytes monocytes 0.7527965 0.0403886 0.0556988 0.0458113 5
dataset_name-Transformed_seed-42 cygate 8 ungated ungated 0.8118701 0.0246327 0.0198847 0.0585073 5
dataset_name-Transformed_seed-42 dgcytof 1 B-cells IgM+ B-cells IgM+ 0.8734012 0.0288250 0.0772211 0.0664382 5
dataset_name-Transformed_seed-42 dgcytof 2 B-cells IgM- B-cells IgM- 0.5941849 0.1538804 0.0780700 0.2056378 5
dataset_name-Transformed_seed-42 dgcytof 3 CD4 T-cells CD4 T-cells 0.9176872 0.0255710 0.0502083 0.0570110 5
dataset_name-Transformed_seed-42 dgcytof 4 CD8 T-cells CD8 T-cells 0.8214595 0.0358841 0.0616528 0.0830074 5
dataset_name-Transformed_seed-42 dgcytof 5 DC DC 0.8351317 0.0152185 0.0499167 0.0476474 5
dataset_name-Transformed_seed-42 dgcytof 6 NK cells NK cells 0.8680960 0.0136012 0.0249535 0.0277623 5
dataset_name-Transformed_seed-42 dgcytof 7 monocytes monocytes 0.7949489 0.0136638 0.0601165 0.0549002 5
dataset_name-Transformed_seed-42 dgcytof 8 ungated ungated 0.6953721 0.0662145 0.0436173 0.1133890 5
dataset_name-Transformed_seed-42 lda 1 B-cells IgM+ B-cells IgM+ 0.8105067 0.0870472 0.0542027 0.1401390 5
dataset_name-Transformed_seed-42 lda 2 B-cells IgM- B-cells IgM- 0.4137059 0.1528216 0.1704031 0.2097239 5
dataset_name-Transformed_seed-42 lda 3 CD4 T-cells CD4 T-cells 0.9058547 0.0326255 0.0037645 0.0576436 5
dataset_name-Transformed_seed-42 lda 4 CD8 T-cells CD8 T-cells 0.7507447 0.0394981 0.0607012 0.1111573 5
dataset_name-Transformed_seed-42 lda 5 DC DC 0.8102200 0.0230297 0.0631132 0.0794491 5
dataset_name-Transformed_seed-42 lda 6 NK cells NK cells 0.6923589 0.1775889 0.0245580 0.3198684 5
dataset_name-Transformed_seed-42 lda 7 monocytes monocytes 0.7997850 0.0584731 0.0329511 0.0957879 5
dataset_name-Transformed_seed-42 lda 8 ungated ungated 0.4295573 0.0829030 0.0837043 0.0997216 5
dataset_name-Transformed_seed-42 random 1 B-cells IgM+ B-cells IgM+ 0.0591013 0.0017706 0.0013818 0.0015069 5
dataset_name-Transformed_seed-42 random 2 B-cells IgM- B-cells IgM- 0.0326046 0.0014030 0.0007966 0.0069339 5
dataset_name-Transformed_seed-42 random 3 CD4 T-cells CD4 T-cells 0.1848766 0.0024621 0.0028454 0.0022657 5
dataset_name-Transformed_seed-42 random 4 CD8 T-cells CD8 T-cells 0.1756470 0.0046983 0.0064253 0.0041201 5
dataset_name-Transformed_seed-42 random 5 DC DC 0.0223403 0.0012553 0.0006763 0.0087425 5
dataset_name-Transformed_seed-42 random 6 NK cells NK cells 0.1341937 0.0018052 0.0025291 0.0018252 5
dataset_name-Transformed_seed-42 random 7 monocytes monocytes 0.1132569 0.0043368 0.0033809 0.0070868 5
dataset_name-Transformed_seed-42 random 8 ungated ungated 0.0384910 0.0017532 0.0011070 0.0038942 5
dataset_name-flowcyt_seed-42 cyanno 1 B_Lymphocytes B_Lymphocytes 0.8826135 0.0630767 0.0396062 0.1239528 5
dataset_name-flowcyt_seed-42 cyanno 2 HSPCs HSPCs 0.7555647 0.0590448 0.0433497 0.0894054 5
dataset_name-flowcyt_seed-42 cyanno 3 Mast_cells Mast_cells 0.3707830 0.3382957 0.3268001 0.2559339 5
dataset_name-flowcyt_seed-42 cyanno 4 Monocytes Monocytes 0.8844611 0.0255346 0.0517100 0.0668459 5
dataset_name-flowcyt_seed-42 cyanno 5 T_Lymphocytes T_Lymphocytes 0.9163136 0.0117962 0.0163853 0.0293026 5
dataset_name-flowcyt_seed-42 cyanno 6 ungated ungated 0.9891032 0.0013659 0.0023996 0.0017022 5
dataset_name-flowcyt_seed-42 cygate 1 B_Lymphocytes B_Lymphocytes 0.5412595 0.0464537 0.0454909 0.0282931 5
dataset_name-flowcyt_seed-42 cygate 2 HSPCs HSPCs 0.1745310 0.1614468 0.1509347 0.1675311 5
dataset_name-flowcyt_seed-42 cygate 3 Mast_cells Mast_cells 0.0152626 0.0285674 0.0159847 0.2842778 5
dataset_name-flowcyt_seed-42 cygate 4 Monocytes Monocytes 0.5694766 0.0860311 0.1080823 0.0630402 5
dataset_name-flowcyt_seed-42 cygate 5 T_Lymphocytes T_Lymphocytes 0.6632969 0.1545475 0.1731049 0.0227040 5
dataset_name-flowcyt_seed-42 cygate 6 ungated ungated 0.7792968 0.1530950 0.0033338 0.1909328 5
dataset_name-flowcyt_seed-42 dgcytof 1 B_Lymphocytes B_Lymphocytes 0.1484812 0.3218891 0.2610931 0.4168174 5
dataset_name-flowcyt_seed-42 dgcytof 2 HSPCs HSPCs NA NA NA 0.0000000 5
dataset_name-flowcyt_seed-42 dgcytof 3 Mast_cells Mast_cells 0.5181745 0.3009179 0.1132498 0.3035672 5
dataset_name-flowcyt_seed-42 dgcytof 4 Monocytes Monocytes 0.3746082 0.5282645 0.3855262 0.3796320 5
dataset_name-flowcyt_seed-42 dgcytof 5 T_Lymphocytes T_Lymphocytes 0.8663015 0.0156217 0.5078947 0.4722069 5
dataset_name-flowcyt_seed-42 dgcytof 6 ungated ungated 0.9628286 0.0164961 0.0365741 0.0060784 5
dataset_name-flowcyt_seed-42 lda 1 B_Lymphocytes B_Lymphocytes 0.4927383 0.0287552 0.0142191 0.1122429 5
dataset_name-flowcyt_seed-42 lda 2 HSPCs HSPCs 0.4758813 0.0519872 0.0240337 0.1000939 5
dataset_name-flowcyt_seed-42 lda 3 Mast_cells Mast_cells 0.5782122 0.1311679 0.1863164 0.1023923 5
dataset_name-flowcyt_seed-42 lda 4 Monocytes Monocytes 0.6417221 0.0123135 0.0459692 0.1005452 5
dataset_name-flowcyt_seed-42 lda 5 T_Lymphocytes T_Lymphocytes 0.6944128 0.0203432 0.0387633 0.0652636 5
dataset_name-flowcyt_seed-42 lda 6 ungated ungated 0.9537990 0.0031177 0.0032379 0.0078399 5
dataset_name-flowcyt_seed-42 random 1 B_Lymphocytes B_Lymphocytes 0.0232413 0.0005525 0.0003193 0.0001094 5
dataset_name-flowcyt_seed-42 random 2 HSPCs HSPCs 0.0181446 0.0004238 0.0002371 0.0001199 5
dataset_name-flowcyt_seed-42 random 3 Mast_cells Mast_cells 0.0003384 0.0000054 0.0000027 0.0005759 5
dataset_name-flowcyt_seed-42 random 4 Monocytes Monocytes 0.0264729 0.0007510 0.0004436 0.0001993 5
dataset_name-flowcyt_seed-42 random 5 T_Lymphocytes T_Lymphocytes 0.0894480 0.0008915 0.0008312 0.0000139 5
dataset_name-flowcyt_seed-42 random 6 ungated ungated 0.2814718 0.0000543 0.0010718 0.0000031 5

Per-population Confusion Stats

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 99944 16308 10265 2702384 0.9068588 0.0059985 0.0931412 0.9940015
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2 B Cell (Memory) B Cell (Memory) 34016 5519 5185 2784181 0.8677330 0.0019783 0.1322670 0.9980217
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11349 2151 4280 2811121 0.7261501 0.0007646 0.2738499 0.9992354
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 4 Basophil Basophil 1656 407 661 2826177 0.7147173 0.0001440 0.2852827 0.9998560
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136047 81152 50651 2561051 0.7287009 0.0307138 0.2712991 0.9692862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 120386 21363 76837 2610315 0.6104055 0.0081176 0.3895945 0.9918824
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3355 4123 4189 2817234 0.4447243 0.0014614 0.5552757 0.9985386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 20754 3857 12947 2791343 0.6158274 0.0013799 0.3841726 0.9986201
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 174894 76913 32224 2544870 0.8444172 0.0293361 0.1555828 0.9706639
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34588 5849 19410 2769054 0.6405422 0.0021078 0.3594578 0.9978922
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 139798 7604 27031 2654468 0.8379718 0.0028564 0.1620282 0.9971436
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 25321 16099 3453 2784028 0.8799958 0.0057494 0.1200042 0.9942506
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13232 2058 27521 2786090 0.3246878 0.0007381 0.6753122 0.9992619
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5147 3772 2290 2817692 0.6920801 0.0013369 0.3079199 0.9986631
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 152466 8295 20601 2647539 0.8809652 0.0031233 0.1190348 0.9968767
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1372 1957 5976 2819596 0.1867175 0.0006936 0.8132825 0.9993064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 83206 63239 17562 2664894 0.8257185 0.0231803 0.1742815 0.9768197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611740 10700 70424 2136037 0.8967638 0.0049843 0.1032362 0.9950157
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 23090 28581 3724 2773506 0.8611173 0.0101999 0.1388827 0.9898001
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201003 26707 10583 2590608 0.9499825 0.0102040 0.0500175 0.9897960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 59500 19462 10270 2739669 0.8528021 0.0070537 0.1471979 0.9929463
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30811 2645 272 2795173 0.9912492 0.0009454 0.0087508 0.9990546
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 344105 92360 80839 2311597 0.8097655 0.0384200 0.1902345 0.9615800
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 98947 12973 11024 2645225 0.8997554 0.0048804 0.1002446 0.9951196
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2 B Cell (Memory) B Cell (Memory) 37267 16176 1451 2713275 0.9625239 0.0059265 0.0374761 0.9940735
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9789 2652 5079 2750649 0.6583939 0.0009632 0.3416061 0.9990368
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 4 Basophil Basophil 2084 1292 65 2764728 0.9697534 0.0004671 0.0302466 0.9995329
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176616 124193 4873 2462487 0.9731499 0.0480125 0.0268501 0.9519875
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 83260 3424 114843 2566642 0.4202864 0.0013323 0.5797136 0.9986677
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3086 5479 4091 2755513 0.4299847 0.0019844 0.5700153 0.9980156
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 16259 5499 16565 2729846 0.4953388 0.0020103 0.5046612 0.9979897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159333 66831 47127 2494878 0.7717379 0.0260884 0.2282621 0.9739116
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 27617 427 26220 2713905 0.5129743 0.0001573 0.4870257 0.9998427
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 141144 8638 23582 2594805 0.8568411 0.0033179 0.1431589 0.9966821
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22226 5535 6623 2733785 0.7704253 0.0020206 0.2295747 0.9979794
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 17567 1947 23009 2725646 0.4329407 0.0007138 0.5670593 0.9992862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4693 1841 2724 2758911 0.6327356 0.0006668 0.3672644 0.9993332
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 159173 9232 13343 2586421 0.9226564 0.0035567 0.0773436 0.9964433
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 15 0 7448 2760706 0.0020099 0.0000000 0.9979901 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 69212 16848 28935 2653174 0.7051871 0.0063101 0.2948129 0.9936899
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 624934 15533 35226 2092476 0.9466402 0.0073686 0.0533598 0.9926314
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0 0 27419 2740750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194634 28353 6555 2538627 0.9674187 0.0110453 0.0325813 0.9889547
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 52825 12806 14071 2688467 0.7896586 0.0047407 0.2103414 0.9952593
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30096 2828 105 2735140 0.9965233 0.0010329 0.0034767 0.9989671
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 351115 143770 62028 2211256 0.8498631 0.0610482 0.1501369 0.9389518
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 99811 23763 11247 2696043 0.8987286 0.0087370 0.1012714 0.9912630
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2 B Cell (Memory) B Cell (Memory) 36453 11787 2636 2779988 0.9325641 0.0042220 0.0674359 0.9957780
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13587 4515 1882 2810880 0.8783373 0.0016037 0.1216627 0.9983963
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 138185 65130 60767 2566782 0.6945645 0.0247463 0.3054355 0.9752537
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4232 10177 3317 2813138 0.5606041 0.0036046 0.4393959 0.9963954
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 27107 15360 6938 2781459 0.7962109 0.0054920 0.2037891 0.9945080
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 205984 181910 2281 2440689 0.9890476 0.0693625 0.0109524 0.9306375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 30139 10360 24103 2766262 0.5556395 0.0037312 0.4443605 0.9962688
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 154105 105116 10989 2560654 0.9334379 0.0394318 0.0665621 0.9605682
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 14670 8228 14431 2793535 0.5041064 0.0029367 0.4958936 0.9970633
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14288 4800 26225 2785551 0.3526769 0.0017202 0.6473231 0.9982798
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3521 2839 3899 2820605 0.4745283 0.0010055 0.5254717 0.9989945
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 90181 2035 83659 2654989 0.5187586 0.0007659 0.4812414 0.9992341
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85725 35184 14472 2695483 0.8555645 0.0128848 0.1444355 0.9871152
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 652077 21198 27407 2130182 0.9596650 0.0098532 0.0403350 0.9901468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 18357 10145 7921 2794441 0.6985691 0.0036173 0.3014309 0.9963827
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207898 48599 3784 2570583 0.9821241 0.0185550 0.0178759 0.9814450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 31288 1888 39512 2758176 0.4419209 0.0006840 0.5580791 0.9993160
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30853 2925 176 2796910 0.9943279 0.0010447 0.0056721 0.9989553
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 334919 71525 89420 2335000 0.7892723 0.0297213 0.2107277 0.9702787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 96388 10112 12606 2698281 0.8843423 0.0037336 0.1156577 0.9962664
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2 B Cell (Memory) B Cell (Memory) 34213 3335 4179 2775660 0.8911492 0.0012001 0.1088508 0.9987999
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 10449 2931 4690 2799317 0.6902041 0.0010459 0.3097959 0.9989541
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 184288 105902 12017 2515180 0.9387840 0.0404039 0.0612160 0.9595961
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3711 4280 3811 2805585 0.4933528 0.0015232 0.5066472 0.9984768
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 32320 21075 1595 2762397 0.9529707 0.0075715 0.0470293 0.9924285
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 178509 86353 28045 2524480 0.8642244 0.0330749 0.1357756 0.9669251
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 47870 32911 5885 2730721 0.8905218 0.0119086 0.1094782 0.9880914
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 163340 199332 3667 2451048 0.9780428 0.0752088 0.0219572 0.9247912
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 10564 3777 18382 2784664 0.3649554 0.0013545 0.6350446 0.9986455
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14600 15863 22530 2764394 0.3932130 0.0057056 0.6067870 0.9942944
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2097 853 5199 2809238 0.2874178 0.0003035 0.7125822 0.9996965
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 69714 5486 102083 2640104 0.4057929 0.0020736 0.5942071 0.9979264
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2045 3169 5346 2806827 0.2766879 0.0011278 0.7233121 0.9988722
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 76638 18208 23548 2698993 0.7649572 0.0067010 0.2350428 0.9932990
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661899 28399 16807 2110282 0.9752367 0.0132787 0.0247633 0.9867213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 13209 5196 13978 2785004 0.4858572 0.0018622 0.5141428 0.9981378
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 197471 28792 14176 2576948 0.9330205 0.0110495 0.0669795 0.9889505
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 39512 2961 31261 2743653 0.5582920 0.0010781 0.4417080 0.9989219
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30648 2678 269 2783792 0.9912993 0.0009611 0.0087007 0.9990389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 291377 74912 131547 2319551 0.6889583 0.0312855 0.3110417 0.9687145
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 98818 13096 11716 2676428 0.8940055 0.0048693 0.1059945 0.9951307
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2 B Cell (Memory) B Cell (Memory) 34644 5784 4341 2755289 0.8886495 0.0020948 0.1113505 0.9979052
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11030 2165 4571 2782292 0.7070060 0.0007775 0.2929940 0.9992225
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 170981 106685 15266 2507126 0.9180336 0.0408159 0.0819664 0.9591841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 148299 79462 50859 2521438 0.7446299 0.0305517 0.2553701 0.9694483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 460 55 7026 2792517 0.0614480 0.0000197 0.9385520 0.9999803
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23499 9682 10357 2756520 0.6940867 0.0035001 0.3059133 0.9964999
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 100382 5869 108433 2585374 0.4807222 0.0022649 0.5192778 0.9977351
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34266 4197 19910 2741685 0.6324941 0.0015285 0.3675059 0.9984715
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 146123 14707 18341 2620887 0.8884802 0.0055801 0.1115198 0.9944199
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22865 10660 6370 2760163 0.7821105 0.0038472 0.2178895 0.9961528
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 20026 8052 18005 2753975 0.5265704 0.0029153 0.4734296 0.9970847
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4675 3724 2827 2788832 0.6231672 0.0013335 0.3768328 0.9986665
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 149413 4910 23530 2622205 0.8639436 0.0018690 0.1360564 0.9981310
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 4 7480 2792574 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 79250 27186 19490 2674132 0.8026129 0.0100640 0.1973871 0.9899360
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661655 35358 10835 2092210 0.9838882 0.0166190 0.0161118 0.9833810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 11826 2593 15269 2770370 0.4364643 0.0009351 0.5635357 0.9990649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200393 34990 8367 2556308 0.9599205 0.0135029 0.0400795 0.9864971
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 37471 2370 32927 2727290 0.5322736 0.0008682 0.4677264 0.9991318
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30543 2559 454 2766502 0.9853534 0.0009241 0.0146466 0.9990759
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 347939 91392 62866 2297861 0.8469688 0.0382513 0.1530312 0.9617487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 102265 64795 5953 2559220 0.9449907 0.0246931 0.0550093 0.9753069
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2 B Cell (Memory) B Cell (Memory) 36754 50151 2307 2643021 0.9409385 0.0186215 0.0590615 0.9813785
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13120 8621 482 2710010 0.9645640 0.0031711 0.0354360 0.9968289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 4 Basophil Basophil 2207 1511 108 2728407 0.9533477 0.0005535 0.0466523 0.9994465
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 9627 10338 177021 2535247 0.0515784 0.0040611 0.9484216 0.9959389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 133320 83961 63716 2451236 0.6766276 0.0331181 0.3233724 0.9668819
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 961 18834 6559 2705879 0.1277926 0.0069123 0.8722074 0.9930877
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 11366 17373 22328 2681166 0.3373301 0.0064379 0.6626699 0.9935621
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 202725 204422 4207 2320879 0.9796696 0.0809496 0.0203304 0.9190504
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 13489 6431 40370 2671943 0.2504502 0.0024011 0.7495498 0.9975989
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 126453 8208 37701 2559871 0.7703315 0.0031962 0.2296685 0.9968038
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 24691 19437 3999 2684106 0.8606135 0.0071895 0.1393865 0.9928105
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 37216 77446 3424 2614147 0.9157480 0.0287733 0.0842520 0.9712267
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1908 5476 5521 2719328 0.2568313 0.0020097 0.7431687 0.9979903
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 150375 16050 21595 2544213 0.8744258 0.0062689 0.1255742 0.9937311
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris 0 0 3391 2728842 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2730 20559 4614 2704330 0.3717320 0.0075449 0.6282680 0.9924551
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 449 2731784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85104 77821 15651 2553657 0.8446628 0.0295731 0.1553372 0.9704269
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 598986 10298 83023 2039926 0.8782670 0.0050229 0.1217330 0.9949771
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 22494 60526 4262 2644951 0.8407086 0.0223717 0.1592914 0.9776283
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200577 43378 10895 2477383 0.9484802 0.0172083 0.0515198 0.9827917
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 59181 19446 10410 2643196 0.8504117 0.0073033 0.1495883 0.9926967
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30420 3667 663 2697483 0.9786700 0.0013576 0.0213300 0.9986424
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 25223 12292 312392 2382326 0.0747094 0.0051332 0.9252906 0.9948668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 105049 176643 4917 2416942 0.9552862 0.0681077 0.0447138 0.9318923
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2 B Cell (Memory) B Cell (Memory) 37508 33477 1203 2631363 0.9689236 0.0125625 0.0310764 0.9874375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12561 6054 1631 2683305 0.8850761 0.0022511 0.1149239 0.9977489
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 4 Basophil Basophil 2011 1738 78 2699724 0.9626616 0.0006434 0.0373384 0.9993566
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 83999 58359 95397 2465796 0.4682323 0.0231202 0.5317677 0.9768798
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 85193 14558 109381 2494419 0.4378437 0.0058024 0.5621563 0.9941976
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3833 22661 2506 2674551 0.6046695 0.0084016 0.3953305 0.9915984
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 13538 9215 16956 2663842 0.4439562 0.0034474 0.5560438 0.9965526
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 192224 174314 10788 2326225 0.9468603 0.0697106 0.0531397 0.9302894
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 4464 3278 47713 2648096 0.0855549 0.0012363 0.9144451 0.9987637
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 128347 5473 27895 2541836 0.8214629 0.0021485 0.1785371 0.9978515
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 19835 6834 8856 2668026 0.6913318 0.0025549 0.3086682 0.9974451
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 38108 84276 2005 2579162 0.9500162 0.0316418 0.0499838 0.9683582
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1797 9888 5590 2686276 0.2432652 0.0036674 0.7567348 0.9963326
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 155009 16152 14242 2518148 0.9158528 0.0063734 0.0841472 0.9936266
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris 0 0 3434 2700117 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 3883 12107 3567 2683994 0.5212081 0.0044906 0.4787919 0.9955094
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 45 7175 356 2695975 0.1122195 0.0026543 0.8877805 0.9973457
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 84197 42795 13947 2562612 0.8578925 0.0164255 0.1421075 0.9835745
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 621373 21484 38041 2022653 0.9423109 0.0105101 0.0576891 0.9894899
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 18346 28781 9038 2647386 0.6699533 0.0107546 0.3300467 0.9892454
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 193701 31590 7347 2470913 0.9634565 0.0126234 0.0365435 0.9873766
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 51517 12148 15143 2624743 0.7728323 0.0046069 0.2271677 0.9953931
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30094 4105 107 2669245 0.9964571 0.0015355 0.0035429 0.9984645
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 14436 19378 362345 2307392 0.0383140 0.0083283 0.9616860 0.9916717
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 107977 192883 3075 2462476 0.9723103 0.0726391 0.0276897 0.9273609
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2 B Cell (Memory) B Cell (Memory) 18713 30272 20305 2697121 0.4795992 0.0110992 0.5204008 0.9889008
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13571 8562 248 2744030 0.9820537 0.0031105 0.0179463 0.9968895
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil 0 0 2332 2764079 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 183909 2582502 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 126989 75995 61908 2501519 0.6722658 0.0294838 0.3277342 0.9705162
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4758 29099 2577 2729977 0.6486708 0.0105466 0.3513292 0.9894534
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 23055 15676 10977 2716703 0.6774506 0.0057371 0.3225494 0.9942629
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 197204 165145 3567 2400495 0.9822335 0.0643680 0.0177665 0.9356320
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 21845 8677 29354 2706535 0.4266685 0.0031957 0.5733315 0.9968043
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 135906 38360 25267 2566878 0.8432306 0.0147242 0.1567694 0.9852758
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 15754 9213 12226 2729218 0.5630450 0.0033643 0.4369550 0.9966357
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 27305 39193 13167 2686746 0.6746640 0.0143778 0.3253360 0.9856222
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5105 10149 2303 2748854 0.6891199 0.0036785 0.3108801 0.9963215
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 121871 9158 35659 2599723 0.7736368 0.0035103 0.2263632 0.9964897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris 0 0 3325 2763086 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7490 2758921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 454 2765957 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 88999 59960 11195 2606257 0.8882668 0.0224888 0.1117332 0.9775112
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 647841 30665 31630 2056275 0.9534491 0.0146938 0.0465509 0.9853062
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 16428 31060 9820 2709103 0.6258763 0.0113351 0.3741237 0.9886649
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 206216 43171 5313 2511711 0.9748829 0.0168975 0.0251171 0.9831025
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 39832 16329 30562 2679688 0.5658437 0.0060567 0.4341563 0.9939433
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30940 5759 89 2729623 0.9971317 0.0021054 0.0028683 0.9978946
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 25 Ungated Ungated 61556 35220 347794 2321841 0.1503750 0.0149423 0.8496250 0.9850577
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 97260 15597 11365 2592825 0.8953740 0.0059795 0.1046260 0.9940205
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2 B Cell (Memory) B Cell (Memory) 30920 5237 7299 2673591 0.8090217 0.0019550 0.1909783 0.9980450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12890 8657 87 2695413 0.9932958 0.0032015 0.0067042 0.9967985
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil 0 0 177 2716870 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 186864 2530183 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 176450 136712 12222 2391663 0.9352209 0.0540711 0.0647791 0.9459289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 886 7362 6299 2702500 0.1233125 0.0027167 0.8766875 0.9972833
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 31245 27712 1566 2656524 0.9522721 0.0103240 0.0477279 0.9896760
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180063 111988 22981 2402015 0.8868176 0.0445457 0.1131824 0.9554543
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2710 3110 49455 2661772 0.0519505 0.0011670 0.9480495 0.9988330
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 152433 115092 13596 2435926 0.9181107 0.0451161 0.0818893 0.9548839
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 13455 6130 15404 2682058 0.4662324 0.0022803 0.5337676 0.9977197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 28422 67974 8595 2612056 0.7678094 0.0253631 0.2321906 0.9746369
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3311 3685 3951 2706100 0.4559350 0.0013599 0.5440650 0.9986401
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 90177 6447 81405 2539018 0.5255621 0.0025327 0.4744379 0.9974673
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris 0 0 3376 2713671 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 4583 13787 2080 2696597 0.6878283 0.0050867 0.3121717 0.9949133
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 237 2716810 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 79878 24488 20256 2592425 0.7977111 0.0093576 0.2022889 0.9906424
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 656964 28794 18138 2013151 0.9731329 0.0141013 0.0268671 0.9858987
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 21348 36556 4934 2654209 0.8122670 0.0135857 0.1877330 0.9864143
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201259 29772 2800 2483216 0.9862785 0.0118473 0.0137215 0.9881527
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 44704 4395 16640 2651308 0.7287428 0.0016549 0.2712572 0.9983451
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30814 4092 24 2682117 0.9992217 0.0015233 0.0007783 0.9984767
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 25 Ungated Ungated 183387 16301 184137 2333222 0.4989797 0.0069380 0.5010203 0.9930620
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 102747 147082 6927 2404647 0.9368401 0.0576401 0.0631599 0.9423599
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 37511 41789 1403 2580700 0.9639461 0.0159349 0.0360539 0.9840651
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 12667 8764 185 2639787 0.9856054 0.0033090 0.0143946 0.9966910
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil 0 0 1309 2660094 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 156321 92316 28910 2383856 0.8439246 0.0372817 0.1560754 0.9627183
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 94628 38311 103224 2425240 0.4782767 0.0155511 0.5217233 0.9844489
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1512 11057 5326 2643508 0.2211173 0.0041653 0.7788827 0.9958347
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 28609 23888 3869 2605037 0.8808732 0.0090866 0.1191268 0.9909134
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 144762 83178 60730 2372733 0.7044654 0.0338685 0.2955346 0.9661315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 15468 9425 37932 2598578 0.2896629 0.0036139 0.7103371 0.9963861
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 121978 5751 35374 2498300 0.7751919 0.0022967 0.2248081 0.9977033
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 7281 7022 21889 2625211 0.2496058 0.0026677 0.7503942 0.9973323
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 23428 19455 14003 2604517 0.6258983 0.0074143 0.3741017 0.9925857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5010 5061 2366 2648966 0.6792299 0.0019069 0.3207701 0.9980931
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 156562 32726 16258 2455857 0.9059252 0.0131505 0.0940748 0.9868495
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris 0 0 3349 2658054 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2378 12059 2759 2644207 0.4629161 0.0045398 0.5370839 0.9954602
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 183 2661220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 81329 39263 17203 2523608 0.8254070 0.0153199 0.1745930 0.9846801
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 650919 25673 15895 1968916 0.9761628 0.0128713 0.0238372 0.9871287
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 14945 24946 10457 2611055 0.5883395 0.0094636 0.4116605 0.9905364
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 150895 27688 42686 2440134 0.7794928 0.0112196 0.2205072 0.9887804
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 32240 3181 29408 2596574 0.5229691 0.0012236 0.4770309 0.9987764
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30676 4419 205 2626103 0.9933616 0.0016799 0.0066384 0.9983201
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 271368 2263552 0.1718683 0.0300654 0.8281317 0.9699346
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 100424 29326 9785 2689366 0.9112141 0.0107868 0.0887859 0.9892132
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2 B Cell (Memory) B Cell (Memory) 34457 27170 4744 2762530 0.8789827 0.0097394 0.1210173 0.9902606
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 3051 1143 12578 2812129 0.1952140 0.0004063 0.8047860 0.9995937
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 4 Basophil Basophil 2047 743 270 2825841 0.8834700 0.0002629 0.1165300 0.9997371
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 120067 81374 66631 2560829 0.6431081 0.0307978 0.3568919 0.9692022
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 94519 16733 102704 2614945 0.4792494 0.0063583 0.5207506 0.9936417
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4128 9903 3416 2811454 0.5471898 0.0035100 0.4528102 0.9964900
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 19500 7811 14201 2787389 0.5786178 0.0027944 0.4213822 0.9972056
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 176145 100687 30973 2521096 0.8504572 0.0384040 0.1495428 0.9615960
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34169 11100 19829 2763803 0.6327827 0.0040001 0.3672173 0.9959999
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 128160 16985 38669 2645087 0.7682118 0.0063804 0.2317882 0.9936196
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 22744 21399 6030 2778728 0.7904358 0.0076422 0.2095642 0.9923578
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13841 4331 26912 2783817 0.3396314 0.0015534 0.6603686 0.9984466
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 5096 7090 2341 2814374 0.6852225 0.0025129 0.3147775 0.9974871
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 148995 18521 24072 2637313 0.8609094 0.0069737 0.1390906 0.9930263
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 537 1105 6811 2820448 0.0730811 0.0003916 0.9269189 0.9996084
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 80395 75713 20373 2652420 0.7978227 0.0277527 0.2021773 0.9722473
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 606460 12174 75704 2134563 0.8890238 0.0056709 0.1109762 0.9943291
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 14483 27769 12331 2774318 0.5401283 0.0099101 0.4598717 0.9900899
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 205491 42023 6095 2575292 0.9711937 0.0160558 0.0288063 0.9839442
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 51134 13753 18636 2745378 0.7328938 0.0049845 0.2671062 0.9950155
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30541 2791 542 2795027 0.9825628 0.0009976 0.0174372 0.9990024
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 298969 103904 125975 2300053 0.7035492 0.0432221 0.2964508 0.9567779
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 92073 7758 17898 2650440 0.8372480 0.0029185 0.1627520 0.9970815
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2 B Cell (Memory) B Cell (Memory) 36812 17804 1906 2711647 0.9507723 0.0065229 0.0492277 0.9934771
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9774 2654 5094 2750647 0.6573850 0.0009639 0.3426150 0.9990361
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 4 Basophil Basophil 2001 1640 148 2764380 0.9311308 0.0005929 0.0688692 0.9994071
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 172116 145266 9373 2441414 0.9483550 0.0561592 0.0516450 0.9438408
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 61794 1681 136309 2568385 0.3119286 0.0006541 0.6880714 0.9993459
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 2913 7084 4264 2753908 0.4058799 0.0025657 0.5941201 0.9974343
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 12968 3557 19856 2731788 0.3950768 0.0013004 0.6049232 0.9986996
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 150291 73003 56169 2488706 0.7279425 0.0284978 0.2720575 0.9715022
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 32337 6801 21500 2707531 0.6006464 0.0025056 0.3993536 0.9974944
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 122232 7079 42494 2596364 0.7420322 0.0027191 0.2579678 0.9972809
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 9950 1783 18899 2737537 0.3448993 0.0006509 0.6551007 0.9993491
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 7140 1713 33436 2725880 0.1759661 0.0006280 0.8240339 0.9993720
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3709 3424 3708 2757328 0.5000674 0.0012402 0.4999326 0.9987598
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 162050 27289 10466 2568364 0.9393332 0.0105133 0.0606668 0.9894867
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 226 51 7237 2760655 0.0302827 0.0000185 0.9697173 0.9999815
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 1 13 405 2767750 0.0024631 0.0000047 0.9975369 0.9999953
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 77900 42720 20247 2627302 0.7937074 0.0159999 0.2062926 0.9840001
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 608029 14505 52131 2093504 0.9210328 0.0068809 0.0789672 0.9931191
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 289 232 27130 2740518 0.0105401 0.0000846 0.9894599 0.9999154
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 196013 34625 5176 2532355 0.9742729 0.0134886 0.0257271 0.9865114
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 49683 14124 17213 2687149 0.7426901 0.0052286 0.2573099 0.9947714
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30144 3153 57 2734815 0.9981126 0.0011516 0.0018874 0.9988484
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 342928 166837 70215 2188189 0.8300467 0.0708430 0.1699533 0.9291570
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 99815 30969 11243 2688837 0.8987646 0.0113865 0.1012354 0.9886135
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2 B Cell (Memory) B Cell (Memory) 32995 11988 6094 2779787 0.8440994 0.0042940 0.1559006 0.9957060
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 10507 7829 4962 2807566 0.6792294 0.0027808 0.3207706 0.9972192
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 112885 55876 86067 2576036 0.5673982 0.0212302 0.4326018 0.9787698
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 4158 11040 3391 2812275 0.5508014 0.0039103 0.4491986 0.9960897
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 26744 19332 7301 2777487 0.7855485 0.0069121 0.2144515 0.9930879
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 198052 188924 10213 2433675 0.9509615 0.0720369 0.0490385 0.9279631
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 33787 16944 20455 2759678 0.6228937 0.0061024 0.3771063 0.9938976
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 146487 112962 18607 2552808 0.8872945 0.0423750 0.1127055 0.9576250
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 11074 5059 18027 2796704 0.3805368 0.0018056 0.6194632 0.9981944
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 12706 7620 27807 2782731 0.3136277 0.0027308 0.6863723 0.9972692
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2906 3638 4514 2819806 0.3916442 0.0012885 0.6083558 0.9987115
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 97203 3882 76637 2653142 0.5591521 0.0014610 0.4408479 0.9985390
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 81669 42836 18528 2687831 0.8150843 0.0156870 0.1849157 0.9843130
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 649870 31969 29614 2119411 0.9564169 0.0148598 0.0435831 0.9851402
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 13447 10200 12831 2794386 0.5117208 0.0036369 0.4882792 0.9963631
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 209852 66161 1830 2553021 0.9913550 0.0252602 0.0086450 0.9747398
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 25083 3220 45717 2756844 0.3542797 0.0011666 0.6457203 0.9988334
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30646 3376 383 2796459 0.9876567 0.0012058 0.0123433 0.9987942
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 308759 88394 115580 2318131 0.7276234 0.0367310 0.2723766 0.9632690
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 91500 9872 17494 2698521 0.8394958 0.0036450 0.1605042 0.9963550
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2 B Cell (Memory) B Cell (Memory) 32547 3395 5845 2775600 0.8477547 0.0012217 0.1522453 0.9987783
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 8605 2463 6534 2799785 0.5683995 0.0008789 0.4316005 0.9991211
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 169763 100494 26542 2520588 0.8647920 0.0383407 0.1352080 0.9616593
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 2759 3723 4763 2806142 0.3667907 0.0013250 0.6332093 0.9986750
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 30271 29403 3644 2754069 0.8925549 0.0105634 0.1074451 0.9894366
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180367 90488 26187 2520345 0.8732196 0.0346587 0.1267804 0.9653413
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 44706 35011 9049 2728621 0.8316622 0.0126685 0.1683378 0.9873315
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 161079 232118 5928 2418262 0.9645045 0.0875791 0.0354955 0.9124209
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 6525 3496 22421 2784945 0.2254197 0.0012537 0.7745803 0.9987463
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 10653 10391 26477 2769866 0.2869109 0.0037374 0.7130891 0.9962626
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1331 1218 5965 2808873 0.1824287 0.0004334 0.8175713 0.9995666
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 44008 2961 127789 2642629 0.2561628 0.0011192 0.7438372 0.9988808
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1621 2997 5770 2806999 0.2193208 0.0010665 0.7806792 0.9989335
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 59242 10569 40944 2706632 0.5913201 0.0038897 0.4086799 0.9961103
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 668893 48703 9813 2089978 0.9855416 0.0227724 0.0144584 0.9772276
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 5002 5073 22185 2785127 0.1839850 0.0018181 0.8160150 0.9981819
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 163020 18077 48627 2587663 0.7702448 0.0069374 0.2297552 0.9930626
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 30090 6332 40683 2740282 0.4251621 0.0023054 0.5748379 0.9976946
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 29980 2471 937 2783999 0.9696930 0.0008868 0.0303070 0.9991132
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 296963 159207 125961 2235256 0.7021663 0.0664896 0.2978337 0.9335104
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 100189 21227 10345 2668297 0.9064089 0.0078925 0.0935911 0.9921075
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2 B Cell (Memory) B Cell (Memory) 33264 5946 5721 2755127 0.8532513 0.0021535 0.1467487 0.9978465
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 8268 3267 7333 2781190 0.5299660 0.0011733 0.4700340 0.9988267
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 135142 86197 51105 2527614 0.7256063 0.0329775 0.2743937 0.9670225
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 159505 113271 39653 2487629 0.8008968 0.0435507 0.1991032 0.9564493
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 490 153 6996 2792419 0.0654555 0.0000548 0.9345445 0.9999452
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 25377 14347 8479 2751855 0.7495569 0.0051865 0.2504431 0.9948135
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 102155 12953 106660 2578290 0.4892129 0.0049988 0.5107871 0.9950012
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 28956 4244 25220 2741638 0.5344802 0.0015456 0.4655198 0.9984544
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 146452 31287 18012 2604307 0.8904806 0.0118709 0.1095194 0.9881291
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 24196 28116 5039 2742707 0.8276381 0.0101472 0.1723619 0.9898528
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 23943 11695 14088 2750332 0.6295654 0.0042342 0.3704346 0.9957658
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 4841 5387 2661 2787169 0.6452946 0.0019291 0.3547054 0.9980709
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 136209 7295 36734 2619820 0.7875948 0.0027768 0.2124052 0.9972232
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 29 313 7451 2792265 0.0038770 0.0001121 0.9961230 0.9998879
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 66202 22910 32538 2678408 0.6704679 0.0084810 0.3295321 0.9915190
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 668480 58918 4010 2068650 0.9940371 0.0276927 0.0059629 0.9723073
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 11153 7894 15942 2765069 0.4116258 0.0028468 0.5883742 0.9971532
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 202787 39158 5973 2552140 0.9713882 0.0151113 0.0286118 0.9848887
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 43528 6600 26870 2723060 0.6183130 0.0024179 0.3816870 0.9975821
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30532 3493 465 2765568 0.9849985 0.0012614 0.0150015 0.9987386
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 298750 64939 112055 2324314 0.7272307 0.0271796 0.2727693 0.9728204
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 61835 68983 40614 2211824 0.6035686 0.0302450 0.3964314 0.9697550
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 28992 96570 8336 2249358 0.7766824 0.0411649 0.2233176 0.9588351
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13344 10283 1226 2358403 0.9158545 0.0043412 0.0841455 0.9956588
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 4 Basophil Basophil 1823 4594 236 2376603 0.8853813 0.0019293 0.1146187 0.9980707
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 34094 27420 76645 2245097 0.3078771 0.0120659 0.6921229 0.9879341
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 43189 17290 64860 2257917 0.3997168 0.0075993 0.6002832 0.9924007
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 33 532 3977 2378714 0.0082294 0.0002236 0.9917706 0.9997764
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 15830 23402 5198 2338826 0.7528058 0.0099067 0.2471942 0.9900933
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 125857 96499 16551 2144349 0.8837776 0.0430636 0.1162224 0.9569364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 25832 13810 10975 2332639 0.7018230 0.0058855 0.2981770 0.9941145
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 121474 21043 26564 2214175 0.8205596 0.0094143 0.1794404 0.9905857
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 9376 26449 12258 2335173 0.4333919 0.0111995 0.5666081 0.9888005
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13173 23123 20511 2326449 0.3910759 0.0098414 0.6089241 0.9901586
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 3169 50312 2215 2327560 0.5885958 0.0211584 0.4114042 0.9788416
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 97080 13310 52493 2220373 0.6490476 0.0059588 0.3509524 0.9940412
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris 0 0 3197 2380059 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 4185 16834 1802 2360435 0.6990145 0.0070812 0.3009855 0.9929188
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 393 2382863 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 25739 23736 64755 2269026 0.2844277 0.0103526 0.7155723 0.9896474
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 606312 41561 48984 1686399 0.9252490 0.0240521 0.0747510 0.9759479
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 19180 59935 5593 2298548 0.7742300 0.0254125 0.2257700 0.9745875
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 186774 43192 16585 2136705 0.9184447 0.0198138 0.0815553 0.9801862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 56137 29439 6388 2291292 0.8978329 0.0126852 0.1021671 0.9873148
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 26159 2767 4014 2350316 0.8669672 0.0011759 0.1330328 0.9988241
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 79735 107035 24380 2143322 0.7658359 0.0475636 0.2341641 0.9524364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2 B Cell (Memory) B Cell (Memory) 18447 42026 18069 2275930 0.5051758 0.0181306 0.4948242 0.9818694
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 9480 6313 2135 2336544 0.8161860 0.0026946 0.1838140 0.9973054
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 4 Basophil Basophil 1108 6111 994 2346259 0.5271170 0.0025978 0.4728830 0.9974022
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 34769 37483 104761 2177459 0.2491866 0.0169228 0.7508134 0.9830772
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 18396 7491 111031 2217554 0.1421342 0.0033667 0.8578658 0.9966333
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0 1 3481 2350990 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 7704 6937 8559 2331272 0.4737133 0.0029668 0.5262867 0.9970332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 173279 192827 10356 1978010 0.9436055 0.0888261 0.0563945 0.9111739
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 24831 15134 17125 2297382 0.5918343 0.0065444 0.4081657 0.9934556
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 104968 21589 36987 2190928 0.7394456 0.0097577 0.2605544 0.9902423
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 3626 5036 19089 2326721 0.1596302 0.0021597 0.8403698 0.9978403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 11335 19379 22647 2301111 0.3335589 0.0083513 0.6664411 0.9916487
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2866 64251 2833 2284522 0.5028952 0.0273551 0.4971048 0.9726449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 120440 21351 39997 2172684 0.7506997 0.0097314 0.2493003 0.9902686
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris 0 0 3213 2351259 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1122 14918 5073 2333359 0.1811138 0.0063527 0.8188862 0.9936473
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 156 5981 185 2348150 0.4574780 0.0025406 0.5425220 0.9974594
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31476 43029 47989 2231978 0.3960989 0.0189138 0.6039011 0.9810862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 533169 33010 72099 1716194 0.8808809 0.0188714 0.1191191 0.9811286
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 6 61 24509 2329896 0.0002447 0.0000262 0.9997553 0.9999738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 160846 31828 14481 2147317 0.9174058 0.0146057 0.0825942 0.9853943
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 45533 18612 4265 2286062 0.9143540 0.0080758 0.0856460 0.9919242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 27521 4128 2369 2320454 0.9207427 0.0017758 0.0792573 0.9982242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 121557 117571 225475 1889869 0.3502761 0.0585676 0.6497239 0.9414324
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 59776 70522 45468 2357258 0.5679754 0.0290479 0.4320246 0.9709521
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 25557 79770 11616 2416081 0.6875151 0.0319610 0.3124849 0.9680390
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11384 7890 2580 2511170 0.8152392 0.0031321 0.1847608 0.9968679
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil 0 0 2221 2530803 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 161559 2371465 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 67066 75733 94829 2295396 0.4142562 0.0319396 0.5857438 0.9680604
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 16 766 6201 2526041 0.0025736 0.0003031 0.9974264 0.9996969
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 21926 59212 6733 2445153 0.7650651 0.0236435 0.2349349 0.9763565
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 145459 164611 31751 2191203 0.8208284 0.0698744 0.1791716 0.9301256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 19103 9821 25104 2478996 0.4321261 0.0039461 0.5678739 0.9960539
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 132552 83148 23330 2293994 0.8503355 0.0349781 0.1496645 0.9650219
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 7573 15669 16238 2493544 0.3180463 0.0062446 0.6819537 0.9937554
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 11018 11975 19023 2491008 0.3667654 0.0047843 0.6332346 0.9952157
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1033 3540 3711 2524740 0.2177487 0.0014002 0.7822513 0.9985998
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 118150 20304 38328 2356242 0.7550582 0.0085435 0.2449418 0.9914565
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris 0 0 3262 2529762 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 6173 2526851 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 382 2532642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 39537 63241 48571 2381675 0.4487334 0.0258663 0.5512666 0.9741337
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 586288 40610 58748 1847378 0.9089229 0.0215097 0.0910771 0.9784903
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 15627 43060 7211 2467126 0.6842543 0.0171541 0.3157457 0.9828459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 170632 53377 26831 2282184 0.8641214 0.0228540 0.1358786 0.9771460
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 20116 23096 37075 2452737 0.3517337 0.0093286 0.6482663 0.9906714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30489 6922 420 2495193 0.9864117 0.0027665 0.0135883 0.9972335
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 133341 83114 239016 2077553 0.3580999 0.0384668 0.6419001 0.9615332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 67334 42489 28397 2213245 0.7033667 0.0188360 0.2966333 0.9811640
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2 B Cell (Memory) B Cell (Memory) 17543 21414 15778 2296730 0.5264848 0.0092376 0.4735152 0.9907624
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 11833 8102 2758 2328772 0.8109794 0.0034670 0.1890206 0.9965330
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil 0 0 2200 2349265 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 136257 2215208 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 95466 111832 50749 2093418 0.6529152 0.0507117 0.3470848 0.9492883
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 693 5966 4591 2340215 0.1311506 0.0025429 0.8688494 0.9974571
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 18118 46438 7202 2279707 0.7155608 0.0199635 0.2844392 0.9800365
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 80909 79543 57925 2133088 0.5827751 0.0359495 0.4172249 0.9640505
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 34951 20474 7789 2288251 0.8177585 0.0088681 0.1822415 0.9911319
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 122745 118698 26527 2083495 0.8222909 0.0538999 0.1777091 0.9461001
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1487 2317 20027 2327634 0.0691178 0.0009944 0.9308822 0.9990056
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 14381 52365 13719 2271000 0.5117794 0.0225384 0.4882206 0.9774616
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 81 401 4782 2346201 0.0166564 0.0001709 0.9833436 0.9998291
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 45063 3610 82259 2220533 0.3539294 0.0016231 0.6460706 0.9983769
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris 0 0 3151 2348314 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2993 19695 3147 2325630 0.4874593 0.0083976 0.5125407 0.9916024
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 432 2351033 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31409 54864 50678 2214514 0.3826306 0.0241758 0.6173694 0.9758242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 515444 33705 86909 1715407 0.8557175 0.0192698 0.1442825 0.9807302
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 20214 55465 4216 2271570 0.8274253 0.0238351 0.1725747 0.9761649
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 168469 36493 31653 2114850 0.8418315 0.0169629 0.1581685 0.9830371
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 15980 13486 47678 2274321 0.2510289 0.0058947 0.7489711 0.9941053
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 29832 5805 853 2314975 0.9722014 0.0025013 0.0277986 0.9974987
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 172348 151010 194495 1833612 0.4698141 0.0760901 0.5301859 0.9239099
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 85568 126042 14469 2070901 0.8553635 0.0573715 0.1446365 0.9426285
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2 B Cell (Memory) B Cell (Memory) 21418 36631 13096 2225835 0.6205598 0.0161907 0.3794402 0.9838093
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 13406 9353 1247 2272974 0.9148980 0.0040980 0.0851020 0.9959020
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil 0 0 2076 2294904 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 32347 34879 90939 2138815 0.2623737 0.0160460 0.7376263 0.9839540
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 28620 21421 88899 2158040 0.2435351 0.0098286 0.7564649 0.9901714
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 291 1299 5102 2290288 0.0539588 0.0005669 0.9460412 0.9994331
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 24981 51929 2530 2217540 0.9080368 0.0228816 0.0919632 0.9771184
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 103077 97055 33501 2063347 0.7547116 0.0449245 0.2452884 0.9550755
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 31050 12786 10691 2242453 0.7438729 0.0056695 0.2561271 0.9943305
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 95921 37701 46379 2116979 0.6740759 0.0174973 0.3259241 0.9825027
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 12948 54792 9642 2219598 0.5731740 0.0240909 0.4268260 0.9759091
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 9873 12140 19686 2255281 0.3340099 0.0053541 0.6659901 0.9946459
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 589 1432 3965 2290994 0.1293368 0.0006247 0.8706632 0.9993753
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 115638 39890 40982 2100470 0.7383348 0.0186371 0.2616652 0.9813629
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris 0 0 3196 2293784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2770 14133 2027 2278050 0.5774442 0.0061657 0.4225558 0.9938343
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 294 2296686 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 28950 33644 55021 2179365 0.3447619 0.0152028 0.6552381 0.9847972
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611338 54574 25933 1605135 0.9593062 0.0328817 0.0406938 0.9671183
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 12350 26619 6975 2251036 0.6390686 0.0116870 0.3609314 0.9883130
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 145158 16756 37818 2097248 0.7933172 0.0079262 0.2066828 0.9920738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 32365 9071 16458 2239086 0.6629048 0.0040349 0.3370952 0.9959651
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 30136 5992 268 2260584 0.9911854 0.0026436 0.0088146 0.9973564
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 83207 76840 243785 1893148 0.2544619 0.0390053 0.7455381 0.9609947
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 4777 115994 105432 2602698 0.0433449 0.0426654 0.9566551 0.9573346
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 1601 118815 37600 2670885 0.0408408 0.0425906 0.9591592 0.9574094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 707 122444 14922 2690828 0.0452364 0.0435237 0.9547636 0.9564763
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 4 Basophil Basophil 113 122688 2204 2703896 0.0487700 0.0434050 0.9512300 0.9565950
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8171 117231 178527 2524972 0.0437659 0.0443687 0.9562341 0.9556313
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8574 115915 188649 2515763 0.0434736 0.0440460 0.9565264 0.9559540
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 304 122970 7240 2698387 0.0402969 0.0435854 0.9597031 0.9564146
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1476 123392 32225 2671808 0.0437969 0.0441442 0.9562031 0.9558558
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 8937 112655 198181 2509128 0.0431493 0.0429688 0.9568507 0.9570312
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2247 120239 51751 2654664 0.0416127 0.0433309 0.9583873 0.9566691
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7303 116299 159526 2545773 0.0437754 0.0436874 0.9562246 0.9563126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1205 123182 27569 2676945 0.0418781 0.0439916 0.9581219 0.9560084
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1836 117717 38917 2670431 0.0450519 0.0422205 0.9549481 0.9577795
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 325 123453 7112 2698011 0.0437004 0.0437549 0.9562996 0.9562451
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7520 117601 165547 2538233 0.0434514 0.0442803 0.9565486 0.9557197
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 344 123257 7004 2698296 0.0468155 0.0436841 0.9531845 0.9563159
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4374 116701 96394 2611432 0.0434066 0.0427769 0.9565934 0.9572231
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 29526 93229 652638 2053508 0.0432828 0.0434282 0.9567172 0.9565718
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1191 122639 25623 2679448 0.0444171 0.0437670 0.9555829 0.9562330
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9020 111691 202566 2505624 0.0426304 0.0426739 0.9573696 0.9573261
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3113 124135 66657 2634996 0.0446180 0.0449906 0.9553820 0.9550094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1318 118567 29765 2679251 0.0424026 0.0423784 0.9575974 0.9576216
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 25 Ungated Ungated 18683 105422 406261 2298535 0.0439658 0.0438535 0.9560342 0.9561465
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 4535 111503 105436 2546695 0.0412381 0.0419468 0.9587619 0.9580532
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 1560 110578 37158 2618873 0.0402913 0.0405129 0.9597087 0.9594871
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 542 112415 14326 2640886 0.0364541 0.0408292 0.9635459 0.9591708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 82 115612 2067 2650408 0.0381573 0.0417972 0.9618427 0.9582028
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 7553 109695 173936 2476985 0.0416168 0.0424076 0.9583832 0.9575924
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8363 108088 189740 2461978 0.0422154 0.0420565 0.9577846 0.9579435
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 321 117140 6856 2643852 0.0447262 0.0424268 0.9552738 0.9575732
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1369 114338 31455 2621007 0.0417073 0.0418002 0.9582927 0.9581998
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 8480 105001 197980 2456708 0.0410733 0.0409887 0.9589267 0.9590113
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2319 115448 51518 2598884 0.0430745 0.0425327 0.9569255 0.9574673
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 6862 109775 157864 2493668 0.0416571 0.0421653 0.9583429 0.9578347
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1265 118304 27584 2621016 0.0438490 0.0431874 0.9561510 0.9568126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1707 113117 38869 2614476 0.0420692 0.0414714 0.9579308 0.9585286
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 315 114837 7102 2645915 0.0424700 0.0415963 0.9575300 0.9584037
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7156 108956 165360 2486697 0.0414802 0.0419763 0.9585198 0.9580237
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 331 113515 7132 2647191 0.0443521 0.0411181 0.9556479 0.9588819
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 14 115855 392 2651908 0.0344828 0.0418587 0.9655172 0.9581413
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4010 109217 94137 2560805 0.0408571 0.0409049 0.9591429 0.9590951
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 27928 88882 632232 2019127 0.0423049 0.0421640 0.9576951 0.9578360
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1170 115127 26249 2625623 0.0426711 0.0420057 0.9573289 0.9579943
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 8447 106789 192742 2460191 0.0419854 0.0416010 0.9580146 0.9583990
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 2774 110581 64122 2590692 0.0414674 0.0409366 0.9585326 0.9590634
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1280 111059 28921 2626909 0.0423827 0.0405626 0.9576173 0.9594374
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 25 Ungated Ungated 16953 97001 396190 2258025 0.0410342 0.0411889 0.9589658 0.9588111
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 5506 133581 105552 2586225 0.0495777 0.0491142 0.9504223 0.9508858
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2 B Cell (Memory) B Cell (Memory) 1950 140500 37139 2651275 0.0498862 0.0503264 0.9501138 0.9496736
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 810 145259 14659 2670136 0.0523628 0.0515945 0.9476372 0.9484055
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 9805 129164 189147 2502748 0.0492832 0.0490761 0.9507168 0.9509239
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 369 140692 7180 2682623 0.0488806 0.0498322 0.9511194 0.9501678
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1725 139980 32320 2656839 0.0506682 0.0500497 0.9493318 0.9499503
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 10513 132649 197752 2489950 0.0504790 0.0505792 0.9495210 0.9494208
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2724 139955 51518 2636667 0.0502194 0.0504048 0.9497806 0.9495952
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8188 135017 156906 2530753 0.0495960 0.0506484 0.9504040 0.9493516
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1534 140112 27567 2661651 0.0527130 0.0500085 0.9472870 0.9499915
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1925 136642 38588 2653709 0.0475156 0.0489695 0.9524844 0.9510305
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 371 143337 7049 2680107 0.0500000 0.0507667 0.9500000 0.9492333
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8648 130039 165192 2526985 0.0497469 0.0489416 0.9502531 0.9510584
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4943 134984 95254 2595683 0.0493328 0.0494326 0.9506672 0.9505674
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 34384 109422 645100 2041958 0.0506031 0.0508613 0.9493969 0.9491387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1318 142510 24960 2662076 0.0501560 0.0508132 0.9498440 0.9491868
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10604 129822 201078 2489360 0.0500940 0.0495659 0.9499060 0.9504341
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3380 134826 67420 2625238 0.0477401 0.0488489 0.9522599 0.9511511
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1644 141037 29385 2658798 0.0529827 0.0503733 0.9470173 0.9496267
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 25 Ungated Ungated 21332 119663 403007 2286862 0.0502711 0.0497244 0.9497289 0.9502756
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1 B Cell (CD27-) B Cell (CD27-) 5193 130020 103801 2578373 0.0476448 0.0480063 0.9523552 0.9519937
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 1901 133966 36491 2645029 0.0495155 0.0482066 0.9504845 0.9517934
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 748 133634 14391 2668614 0.0494088 0.0476881 0.9505912 0.9523119
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 9469 123475 186836 2497607 0.0482362 0.0471084 0.9517638 0.9528916
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 384 131303 7138 2678562 0.0510503 0.0467293 0.9489497 0.9532707
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1624 129501 32291 2653971 0.0478844 0.0465250 0.9521156 0.9534750
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 9821 125656 196733 2485177 0.0475469 0.0481287 0.9524531 0.9518713
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2487 131167 51268 2632465 0.0462655 0.0474618 0.9537345 0.9525382
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8125 128467 158882 2521913 0.0486507 0.0484712 0.9513493 0.9515288
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1336 131047 27610 2657394 0.0461549 0.0469965 0.9538451 0.9530035
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1837 133071 35293 2647186 0.0494748 0.0478628 0.9505252 0.9521372
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 381 135860 6915 2674231 0.0522204 0.0483472 0.9477796 0.9516528
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8171 126152 163626 2519438 0.0475619 0.0476839 0.9524381 0.9523161
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 308 130430 7083 2679566 0.0416723 0.0464164 0.9583277 0.9535836
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4681 127022 95505 2590179 0.0467231 0.0467474 0.9532769 0.9532526
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 32282 101443 646424 2037238 0.0475640 0.0474325 0.9524360 0.9525675
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1298 133439 25889 2656761 0.0477434 0.0478242 0.9522566 0.9521758
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10292 126088 201355 2479652 0.0486281 0.0483886 0.9513719 0.9516114
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3373 131794 67400 2614820 0.0476594 0.0479842 0.9523406 0.9520158
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1569 137004 29348 2649466 0.0507488 0.0491676 0.9492512 0.9508324
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 25 Ungated Ungated 19622 111946 403302 2282517 0.0463960 0.0467520 0.9536040 0.9532480
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 5011 122936 105523 2566588 0.0453345 0.0457092 0.9546655 0.9542908
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2 B Cell (Memory) B Cell (Memory) 1795 125702 37190 2635371 0.0460434 0.0455265 0.9539566 0.9544735
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 684 123505 14917 2660952 0.0438433 0.0443551 0.9561567 0.9556449
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8202 117173 178045 2496638 0.0440383 0.0448284 0.9559617 0.9551716
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8854 117034 190304 2483866 0.0444572 0.0449975 0.9555428 0.9550025
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 312 123590 7174 2668982 0.0416778 0.0442567 0.9583222 0.9557433
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1616 127764 32240 2638438 0.0477316 0.0461875 0.9522684 0.9538125
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 9468 117936 199347 2473307 0.0453416 0.0455133 0.9546584 0.9544867
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2460 125699 51716 2620183 0.0454076 0.0457773 0.9545924 0.9542227
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7593 121706 156871 2513888 0.0461682 0.0461778 0.9538318 0.9538222
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1291 125536 27944 2645287 0.0441594 0.0453064 0.9558406 0.9546936
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1762 127078 36269 2634949 0.0463306 0.0460090 0.9536694 0.9539910
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 353 127507 7149 2665049 0.0470541 0.0456596 0.9529459 0.9543404
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 8090 120265 164853 2506850 0.0467784 0.0457784 0.9532216 0.9542216
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 341 127620 7139 2664958 0.0455882 0.0456997 0.9544118 0.9543003
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4307 120579 94433 2580739 0.0436196 0.0446371 0.9563804 0.9553629
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 30566 96387 641924 2031181 0.0454520 0.0453038 0.9545480 0.9546962
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1217 123519 25878 2649444 0.0449160 0.0445440 0.9550840 0.9554560
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9746 119819 199014 2471479 0.0466852 0.0462390 0.9533148 0.9537610
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3228 125385 67170 2604275 0.0458536 0.0459343 0.9541464 0.9540657
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1471 130133 29526 2638928 0.0474562 0.0469954 0.9525438 0.9530046
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 25 Ungated Ungated 18146 106672 392659 2282581 0.0441718 0.0446466 0.9558282 0.9553534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 2 CD19 CD19 174814 403 169 1361571 0.9990342 0.0002959 0.0009658 0.9997041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 166577 1680 234 1188153 0.9985972 0.0014120 0.0014028 0.9985880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 128596 306 266 1227476 0.9979358 0.0002492 0.0020642 0.9997508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 2 CD19 CD19 159126 379 313 1248648 0.9980369 0.0003034 0.0019631 0.9996966
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 2 CD19 CD19 172793 349 320 1248449 0.9981515 0.0002795 0.0018485 0.9997205
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 2 CD19 CD19 161878 365 211 1242317 0.9986982 0.0002937 0.0013018 0.9997063
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1306083 0.9916477 0.0058345 0.0083523 0.9941655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 174892 3320 90 1336709 0.9994857 0.0024776 0.0005143 0.9975224
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 21784 1403073 0.7141957 0.0248250 0.2858043 0.9751750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 9811 817550 0.9854509 0.0275042 0.0145491 0.9724958
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 27365 1305674 0.8621591 0.0082120 0.1378409 0.9917880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 168639 1137 21042 1324193 0.8890664 0.0008579 0.1109336 0.9991421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2015 1065329 0.9879083 0.0170111 0.0120917 0.9829889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 349 1119089 0.9972892 0.0022939 0.0027108 0.9977061
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 34123 1169810 0.3133929 0.0257348 0.6866071 0.9742652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 574209 30896 1076 644227 0.9981296 0.0457635 0.0018704 0.9542365
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 30910 1052428 0.8330498 0.0120487 0.1669502 0.9879513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 117724 0 27167 1105517 0.8125004 0.0000000 0.1874996 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1130259 0.9776516 0.0220414 0.0223484 0.9779586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 159278 5580 49 1143186 0.9996925 0.0048574 0.0003075 0.9951426
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 19894 1167089 0.6422586 0.0681798 0.3577414 0.9318202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 1798 641769 0.9971670 0.0470117 0.0028330 0.9529883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 84704 1137177 0.5034936 0.0002778 0.4965064 0.9997222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 96958 0 38573 1172562 0.7153935 0.0000000 0.2846065 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2651 1191970 0.9850165 0.0191259 0.0149835 0.9808741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 172981 17182 124 1201853 0.9992837 0.0140948 0.0007163 0.9859052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 11337 1309683 0.8200390 0.0146410 0.1799610 0.9853590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 10635 716906 0.9840777 0.0100841 0.0159223 0.9899159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7191 1203188 0.9601763 0.0069175 0.0398237 0.9930825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 85876 1102 44732 1260430 0.6575095 0.0008735 0.3424905 0.9991265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2185 1167889 0.9893224 0.0132797 0.0106776 0.9867203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 162007 3950 76 1222208 0.9995311 0.0032214 0.0004689 0.9967786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 11666 1312758 0.8054662 0.0116798 0.1945338 0.9883202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 13009 786542 0.9777818 0.0201650 0.0222182 0.9798350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4070 1192422 0.9779252 0.0095077 0.0220748 0.9904923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 158874 987 32796 1195584 0.8288934 0.0008249 0.1711066 0.9991751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 199241 3527 2022 1332167 0.9899534 0.0026406 0.0100466 0.9973594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 167336 1500 7647 1360474 0.9562986 0.0011013 0.0437014 0.9988987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 6376 3786 78321 1448474 0.0752801 0.0026070 0.9247199 0.9973930
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 658112 18023 28288 832534 0.9587879 0.0211896 0.0412121 0.9788104
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 189338 58796 10018 1278805 0.9497482 0.0439563 0.0502518 0.9560437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 185867 45055 4391 1301644 0.9769208 0.0334559 0.0230792 0.9665441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 162365 3445 4446 1186388 0.9733471 0.0028954 0.0266529 0.9971046
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 125339 2414 3523 1225368 0.9726607 0.0019661 0.0273393 0.9980339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 3460 5157 68384 1279643 0.0481599 0.0040139 0.9518401 0.9959861
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 588630 31129 16794 720091 0.9722608 0.0414379 0.0277392 0.9585621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 187437 41357 14115 1113735 0.9299684 0.0358041 0.0700316 0.9641959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 176222 29689 5929 1144804 0.9674501 0.0252781 0.0325499 0.9747219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 146674 730 7620 1253442 0.9506138 0.0005821 0.0493862 0.9994179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 157363 4331 2076 1244696 0.9869793 0.0034675 0.0130207 0.9965325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 43183 9377 30421 1325485 0.5866937 0.0070247 0.4133063 0.9929753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 652920 17972 8321 729253 0.9874161 0.0240517 0.0125839 0.9759483
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 181541 25861 1114 1199950 0.9939011 0.0210971 0.0060989 0.9789029
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 159835 8679 17398 1222554 0.9018354 0.0070490 0.0981646 0.9929510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 169195 4241 7838 1240637 0.9557258 0.0034068 0.0442742 0.9965932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 168728 1932 4385 1246866 0.9746697 0.0015471 0.0253303 0.9984529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 39555 28062 25861 1328433 0.6046686 0.0206871 0.3953314 0.9793129
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 662378 26929 7585 725019 0.9886785 0.0358123 0.0113215 0.9641877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 159398 17500 21451 1223562 0.8813872 0.0141008 0.1186128 0.9858992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 134888 9105 20649 1257269 0.8672406 0.0071898 0.1327594 0.9928102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 199973 1797 4675 1198326 0.9771559 0.0014973 0.0228441 0.9985027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 160000 1562 2089 1241120 0.9871120 0.0012570 0.0128880 0.9987430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 11986 6938 54867 1330980 0.1792889 0.0051857 0.8207111 0.9948143
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 584608 11915 10131 798117 0.9829656 0.0147093 0.0170344 0.9852907
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 179329 43381 5052 1177009 0.9726002 0.0355468 0.0273998 0.9644532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 188544 14738 3517 1197972 0.9816881 0.0121529 0.0183119 0.9878471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178602 2950 17289 1275889 0.9117417 0.0023068 0.0882583 0.9976932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 169325 4119 3701 1297585 0.9786102 0.0031643 0.0213898 0.9968357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 115974 1691 9024 1150765 0.9278068 0.0014673 0.0721932 0.9985327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 595828 39900 4994 636732 0.9916881 0.0589685 0.0083119 0.9410315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 105551 759 43044 1187631 0.7103267 0.0006387 0.2896733 0.9993613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 650321 119789 5283 561592 0.9919418 0.1758033 0.0080582 0.8241967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129356 2121 43039 1191769 0.7503466 0.0017765 0.2496534 0.9982235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 653178 115751 10409 586947 0.9843140 0.1647237 0.0156860 0.8352763
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 177063 2540 24425 1102953 0.8787769 0.0022976 0.1212231 0.9977024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 574512 18374 8367 705728 0.9856454 0.0253749 0.0143546 0.9746251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 33344 223750 166012 1113851 0.1672586 0.1672771 0.8327414 0.8327229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 10647 224398 54769 1132097 0.1627583 0.1654249 0.8372417 0.8345751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 33852 198327 170796 1001796 0.1654157 0.1652556 0.8345843 0.8347444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 30916 204177 153465 1016213 0.1676745 0.1673047 0.8323255 0.8326953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200138 2473 1125 1333221 0.9944103 0.0018515 0.0055897 0.9981485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 173981 2418 1002 1359556 0.9942737 0.0017754 0.0057263 0.9982246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 3 CD3+ CD3+ 15924 1146 68773 1451114 0.1880114 0.0007891 0.8119886 0.9992109
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 4 CD4 CD4 682680 27973 3720 822584 0.9945804 0.0328879 0.0054196 0.9671121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 197690 41291 1666 1296310 0.9916431 0.0308694 0.0083569 0.9691306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 184321 6922 5937 1339777 0.9687950 0.0051400 0.0312050 0.9948600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 207541 2889 3060 1257551 0.9854702 0.0022921 0.0145298 0.9977079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 2 CD19 CD19 175058 6645 56 1289282 0.9996802 0.0051276 0.0003198 0.9948724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 3 CD3+ CD3+ 6031 856 76850 1387304 0.0727670 0.0006166 0.9272330 0.9993834
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 602428 36558 5145 826910 0.9915319 0.0423386 0.0084681 0.9576614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 196378 41584 1814 1231265 0.9908473 0.0326700 0.0091527 0.9673300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 188575 6498 8105 1267863 0.9587909 0.0050990 0.0412091 0.9949010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165755 4092 1056 1185741 0.9936695 0.0034391 0.0063305 0.9965609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 2 CD19 CD19 128664 3267 198 1224515 0.9984635 0.0026609 0.0015365 0.9973391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 3 CD3+ CD3+ 27227 1607 44617 1283193 0.3789739 0.0012508 0.6210261 0.9987492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 602303 34688 3121 716532 0.9948449 0.0461756 0.0051551 0.9538244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 197684 15832 3868 1139260 0.9808089 0.0137063 0.0191911 0.9862937
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 170540 4985 11611 1169508 0.9362562 0.0042444 0.0637438 0.9957556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 169990 2533 7043 1242345 0.9602165 0.0020347 0.0397835 0.9979653
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 2 CD19 CD19 171162 2345 1951 1246453 0.9887299 0.0018778 0.0112701 0.9981222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 45119 6867 20297 1349628 0.6897242 0.0050623 0.3102758 0.9949377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 4 CD4 CD4 664635 8574 5328 743374 0.9920473 0.0114024 0.0079527 0.9885976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 178073 14030 2776 1227032 0.9846502 0.0113048 0.0153498 0.9886952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 149596 8987 5941 1257387 0.9618033 0.0070966 0.0381967 0.9929034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 130508 4810 23786 1249362 0.8458398 0.0038352 0.1541602 0.9961648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 2 CD19 CD19 159036 3842 403 1245185 0.9974724 0.0030760 0.0025276 0.9969240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 3 CD3+ CD3+ 38627 3869 34977 1330993 0.5247948 0.0028984 0.4752052 0.9971016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 659428 31978 1813 715247 0.9972582 0.0427957 0.0027418 0.9572043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 178773 12005 3882 1213806 0.9787468 0.0097935 0.0212532 0.9902065
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 162079 23511 15154 1207722 0.9144967 0.0190955 0.0855033 0.9809045
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 198960 8074 2303 1302952 0.9885573 0.0061585 0.0114427 0.9938415
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 2 CD19 CD19 174910 4666 68 1332645 0.9996114 0.0034891 0.0003886 0.9965109
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 54375 29374 21886 1406654 0.7130119 0.0204550 0.2869881 0.9795450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 656202 18659 14808 822620 0.9779318 0.0221793 0.0220682 0.9778207
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 181815 16884 17235 1296355 0.9134137 0.0128568 0.0865863 0.9871432
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 6 Ungated Ungated 167082 1288 22645 1321274 0.8806443 0.0009739 0.1193557 0.9990261
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 208697 8712 1904 1228649 0.9909592 0.0070408 0.0090408 0.9929592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 2 CD19 CD19 175051 4173 63 1268675 0.9996402 0.0032785 0.0003598 0.9967215
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 45826 10196 27574 1364366 0.6243324 0.0074176 0.3756676 0.9925824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 588131 17792 8414 833625 0.9858954 0.0208969 0.0141046 0.9791031
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 192149 19049 4288 1232476 0.9781711 0.0152206 0.0218289 0.9847794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 6 Ungated Ungated 175896 2290 19969 1249807 0.8980471 0.0018289 0.1019529 0.9981711
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164203 26097 644 1067525 0.9960933 0.0238629 0.0039067 0.9761371
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 126777 22215 1800 1107677 0.9860006 0.0196612 0.0139994 0.9803388
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 9124 8131 39685 1201529 0.1869327 0.0067217 0.8130673 0.9932783
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 4 CD4 CD4 573702 29785 1624 653358 0.9971773 0.0435999 0.0028227 0.9564001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 178216 17859 8228 1054166 0.9558688 0.0166591 0.0441312 0.9833409
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 6 Ungated Ungated 102357 3 52109 1104000 0.6626507 0.0000027 0.3373493 0.9999973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 171772 25331 3662 1119131 0.9791261 0.0221335 0.0208739 0.9778665
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 2 CD19 CD19 172865 5959 128 1140944 0.9992601 0.0051957 0.0007399 0.9948043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 26299 17824 17077 1258696 0.6063030 0.0139630 0.3936970 0.9860370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 648998 4003 5793 661102 0.9911529 0.0060186 0.0088471 0.9939814
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 151184 16324 15143 1137245 0.9089565 0.0141509 0.0910435 0.9858491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 6 Ungated Ungated 79303 34 27672 1212887 0.7413227 0.0000280 0.2586773 0.9999720
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149389 23585 3000 1134534 0.9803135 0.0203649 0.0196865 0.9796351
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 2 CD19 CD19 159206 5077 129 1146096 0.9991904 0.0044103 0.0008096 0.9955897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 52589 96362 3998 1157559 0.9293477 0.0768485 0.0706523 0.9231515
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 638598 7840 4468 659602 0.9930520 0.0117463 0.0069480 0.9882537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 78003 263 93282 1138960 0.4553989 0.0002309 0.5446011 0.9997691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 6 Ungated Ungated 99560 36 28286 1182626 0.7787494 0.0000304 0.2212506 0.9999696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 176624 25322 24639 1310372 0.8775781 0.0189579 0.1224219 0.9810421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 129034 58078 45949 1303896 0.7374088 0.0426425 0.2625912 0.9573575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 3 CD3+ CD3+ 947 585 83750 1451675 0.0111810 0.0004028 0.9888190 0.9995972
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 4 CD4 CD4 634283 130877 52117 719680 0.9240720 0.1538721 0.0759280 0.8461279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5 CD8 CD8 162776 70346 36580 1267255 0.8165092 0.0525912 0.1834908 0.9474088
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 76124 71961 114134 1274738 0.4001093 0.0534351 0.5998907 0.9465649
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 178710 24476 31891 1235964 0.8485715 0.0194186 0.1514285 0.9805814
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 120380 40681 54734 1255246 0.6874379 0.0313914 0.3125621 0.9686086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 3 CD3+ CD3+ 22 32 82859 1388128 0.0002654 0.0000231 0.9997346 0.9999769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 4 CD4 CD4 574366 179099 33207 684369 0.9453448 0.2074182 0.0546552 0.7925818
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 121663 22641 76529 1250208 0.6138643 0.0177877 0.3861357 0.9822123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 108245 100726 88435 1173635 0.5503610 0.0790404 0.4496390 0.9209596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 142928 27696 23883 1162137 0.8568260 0.0232772 0.1431740 0.9767228
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 2 CD19 CD19 112850 12789 16012 1214993 0.8757430 0.0104163 0.1242570 0.9895837
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 3 CD3+ CD3+ 131 206 71713 1284594 0.0018234 0.0001603 0.9981766 0.9998397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 4 CD4 CD4 575336 110789 30088 640431 0.9503026 0.1474788 0.0496974 0.8525212
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5 CD8 CD8 132861 19862 68691 1135230 0.6591897 0.0171952 0.3408103 0.9828048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 113313 107883 68838 1066610 0.6220828 0.0918550 0.3779172 0.9081450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 136660 5624 40373 1239254 0.7719465 0.0045177 0.2280535 0.9954823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 2 CD19 CD19 78279 5284 94834 1243514 0.4521844 0.0042313 0.5478156 0.9957687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 3 CD3+ CD3+ 13552 188085 51864 1168410 0.2071664 0.1386551 0.7928336 0.8613449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 378696 40896 291267 711052 0.5652491 0.0543867 0.4347509 0.9456133
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5 CD8 CD8 54272 18686 126577 1222376 0.3000957 0.0150565 0.6999043 0.9849435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 83507 418370 72030 848004 0.5368948 0.3303684 0.4631052 0.6696316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 90272 6391 64022 1247781 0.5850649 0.0050958 0.4149351 0.9949042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 2 CD19 CD19 67878 4755 91561 1244272 0.4257302 0.0038070 0.5742698 0.9961930
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 7798 19938 65806 1314924 0.1059453 0.0149364 0.8940547 0.9850636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 4 CD4 CD4 614697 190731 46544 556494 0.9296111 0.2552524 0.0703889 0.7447476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 140209 118500 42446 1107311 0.7676165 0.0966707 0.2323835 0.9033293
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 6 Ungated Ungated 68938 78359 108295 1152874 0.3889682 0.0636427 0.6110318 0.9363573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178374 2469 17125 1196166 0.9124036 0.0020598 0.0875964 0.9979402
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 2 CD19 CD19 167614 4529 4366 1217625 0.9746133 0.0037058 0.0253867 0.9962942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 12381 23645 39226 1318882 0.2399093 0.0176123 0.7600907 0.9823877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 627893 24332 23080 718829 0.9645454 0.0327412 0.0354546 0.9672588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 120876 29967 22157 1221134 0.8450917 0.0239525 0.1549083 0.9760475
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 168851 33203 12191 1179889 0.9326620 0.0273706 0.0673380 0.9726294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185107 3034 19757 1173765 0.9035604 0.0025782 0.0964396 0.9974218
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 165790 7759 6896 1201218 0.9600662 0.0064178 0.0399338 0.9935822
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 10006 14953 51971 1304733 0.1614470 0.0113307 0.8385530 0.9886693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 4 CD4 CD4 591938 45994 10470 733261 0.9826198 0.0590230 0.0173802 0.9409770
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 116283 13445 32987 1218948 0.7790112 0.0109097 0.2209888 0.9890903
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 176306 51048 14152 1140157 0.9256949 0.0428541 0.0743051 0.9571459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 137684 6033 25613 1126068 0.8431508 0.0053290 0.1568492 0.9946710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 2 CD19 CD19 114991 1661 9392 1169354 0.9244913 0.0014184 0.0755087 0.9985816
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 13957 37139 47105 1197197 0.2285710 0.0300882 0.7714290 0.9699118
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 4 CD4 CD4 592891 40175 7767 654565 0.9870692 0.0578274 0.0129308 0.9421726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 117618 15789 51764 1110227 0.6943949 0.0140220 0.3056051 0.9859780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 161851 55609 14765 1063173 0.9164006 0.0497049 0.0835994 0.9502951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 127029 2685 45291 1189697 0.7371692 0.0022518 0.2628308 0.9977482
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 156869 4683 14132 1189018 0.9173572 0.0039231 0.0826428 0.9960769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 14466 16248 38199 1295789 0.2746796 0.0123838 0.7253204 0.9876162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 4 CD4 CD4 653672 142201 9923 558906 0.9850466 0.2028235 0.0149534 0.7971765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 116216 18180 40584 1189722 0.7411735 0.0150509 0.2588265 0.9849491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 94718 17735 53603 1198646 0.6386014 0.0145801 0.3613986 0.9854199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 107942 1911 39966 1198819 0.7297915 0.0015915 0.2702085 0.9984085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 140138 2571 13195 1192734 0.9139455 0.0021509 0.0860545 0.9978491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 12302 14661 47016 1274659 0.2073907 0.0113711 0.7926093 0.9886289
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 4 CD4 CD4 646313 84989 9729 607607 0.9851702 0.1227108 0.0148298 0.8772892
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 152518 44152 13340 1138628 0.9195698 0.0373290 0.0804302 0.9626710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 118027 23114 48152 1159345 0.7102402 0.0195474 0.2897598 0.9804526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 2 CD19 CD19 29256 227871 145727 1134103 0.1671934 0.1673094 0.8328066 0.8326906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 29414 216519 145700 1079408 0.1679706 0.1670765 0.8320294 0.8329235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 101300 144492 506273 718976 0.1667289 0.1673391 0.8332711 0.8326609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 5 CD8 CD8 32859 210272 165333 1062577 0.1657938 0.1651979 0.8342062 0.8348021
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 21486 205317 107376 1022465 0.1667365 0.1672259 0.8332635 0.8327741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 33786 193023 167766 962069 0.1676292 0.1671062 0.8323708 0.8328938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29420 208301 147613 1036577 0.1661837 0.1673264 0.8338163 0.8326736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 3 CD3+ CD3+ 10990 226710 54426 1129785 0.1680017 0.1671293 0.8319983 0.8328707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 111750 125797 558213 626151 0.1668003 0.1672948 0.8331997 0.8327052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 6 Ungated Ungated 25564 209481 129973 1056893 0.1643596 0.1654180 0.8356404 0.8345820
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 26728 208731 132711 1040296 0.1676378 0.1671149 0.8323622 0.8328851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 110140 125092 551101 622133 0.1665656 0.1674087 0.8334344 0.8325913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 30583 205143 152072 1020668 0.1674359 0.1673529 0.8325641 0.8326471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200305 2051 958 1333643 0.9952401 0.0015355 0.0047599 0.9984645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 2 CD19 CD19 174692 1378 291 1360596 0.9983370 0.0010118 0.0016630 0.9989882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 72438 9350 12259 1442910 0.8552605 0.0064382 0.1447395 0.9935618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 684351 6418 2049 844139 0.9970149 0.0075456 0.0029851 0.9924544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 190312 6757 9044 1330844 0.9546339 0.0050516 0.0453661 0.9949484
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 186350 2555 3908 1344144 0.9794595 0.0018972 0.0205405 0.9981028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209139 1827 1462 1258613 0.9930580 0.0014495 0.0069420 0.9985505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 2 CD19 CD19 174854 1521 260 1294406 0.9985153 0.0011737 0.0014847 0.9988263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 65960 6329 16921 1381831 0.7958398 0.0045593 0.2041602 0.9954407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 604528 7742 3045 855726 0.9949883 0.0089662 0.0050117 0.9910338
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 193820 10545 4372 1262304 0.9779406 0.0082846 0.0220594 0.9917154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 192634 2142 4046 1272219 0.9794285 0.0016808 0.0205715 0.9983192
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166301 2127 510 1187706 0.9969426 0.0017876 0.0030574 0.9982124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 2 CD19 CD19 128438 703 424 1227079 0.9967097 0.0005726 0.0032903 0.9994274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 49669 4552 22175 1280248 0.6913451 0.0035430 0.3086549 0.9964570
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 4 CD4 CD4 603741 15382 1683 735838 0.9972201 0.0204760 0.0027799 0.9795240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 197367 7850 4185 1147242 0.9792361 0.0067960 0.0207639 0.9932040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 178119 2395 4032 1172098 0.9778645 0.0020392 0.0221355 0.9979608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176206 1633 827 1243245 0.9953286 0.0013118 0.0046714 0.9986882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 2 CD19 CD19 172562 1041 551 1247757 0.9968171 0.0008336 0.0031829 0.9991664
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 55903 4627 9513 1351868 0.8545769 0.0034110 0.1454231 0.9965890
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 666454 2716 3509 749232 0.9947624 0.0036120 0.0052376 0.9963880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 178469 7677 2380 1233385 0.9868398 0.0061858 0.0131602 0.9938142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 152209 2414 3328 1263960 0.9786032 0.0019062 0.0213968 0.9980938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152576 979 1718 1253193 0.9888654 0.0007806 0.0111346 0.9992194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 2 CD19 CD19 159030 1093 409 1247934 0.9974348 0.0008751 0.0025652 0.9991249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 60773 4101 12831 1330761 0.8256752 0.0030722 0.1743248 0.9969278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 658924 4687 2317 742538 0.9964960 0.0062725 0.0035040 0.9937275
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 179917 9246 2738 1216565 0.9850100 0.0075428 0.0149900 0.9924572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 174229 2911 3004 1228322 0.9830506 0.0023643 0.0169494 0.9976357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199915 8163 1348 1304594 0.9933023 0.0062182 0.0066977 0.9937818
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD19 CD19 174888 7078 95 1331959 0.9994571 0.0052859 0.0005429 0.9947141
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 57751 27329 18667 1410273 0.7557251 0.0190101 0.2442749 0.9809899
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 660084 16623 12688 824625 0.9811407 0.0197599 0.0188593 0.9802401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 180979 7207 17947 1307887 0.9097805 0.0054802 0.0902195 0.9945198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 6 Ungated Ungated 172676 1327 16982 1323035 0.9104599 0.0010020 0.0895401 0.9989980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209528 24821 421 1117073 0.9979948 0.0217367 0.0020052 0.9782633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 173578 20407 1222 1156636 0.9930092 0.0173375 0.0069908 0.9826625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 42979 84608 18821 1205435 0.6954531 0.0655854 0.3045469 0.9344146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 546136 21098 2308 782301 0.9957917 0.0262609 0.0042083 0.9737391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 99945 530 83774 1167594 0.5440101 0.0004537 0.4559899 0.9995463
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 6 Ungated Ungated 128213 0 44918 1178712 0.7405548 0.0000000 0.2594452 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164279 16382 2532 1059811 0.9848211 0.0152222 0.0151789 0.9847778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 2 CD19 CD19 128517 3099 206 1111182 0.9983997 0.0027812 0.0016003 0.9972188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 18580 20529 30818 1173077 0.3761286 0.0171991 0.6238714 0.9828009
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 573000 26930 927 642147 0.9983848 0.0402495 0.0016152 0.9597505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 161294 11980 20253 1049477 0.8884421 0.0112864 0.1115579 0.9887136
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 6 Ungated Ungated 118414 0 24184 1100406 0.8304044 0.0000000 0.1695956 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 176837 24286 120 1197567 0.9993219 0.0198764 0.0006781 0.9801236
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 172064 26268 1045 1199433 0.9939633 0.0214310 0.0060367 0.9785690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 51100 15920 11169 1320621 0.8206331 0.0119113 0.1793669 0.9880887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 657977 6362 8775 725696 0.9868392 0.0086906 0.0131608 0.9913094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 173972 8977 6644 1209217 0.9632148 0.0073691 0.0367852 0.9926309
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 6 Ungated Ungated 84075 972 55032 1258731 0.6043909 0.0007716 0.3956091 0.9992284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149099 23833 3403 1131621 0.9776855 0.0206265 0.0223145 0.9793735
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 2 CD19 CD19 159278 5580 63 1143035 0.9996046 0.0048580 0.0003954 0.9951420
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 51725 73437 995 1181799 0.9811267 0.0585045 0.0188733 0.9414955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 640716 4839 2373 660028 0.9963100 0.0072781 0.0036900 0.9927219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 100140 298 70890 1136628 0.5855113 0.0002621 0.4144887 0.9997379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 6 Ungated Ungated 99011 0 30263 1178682 0.7659003 0.0000000 0.2340997 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 190462 8417 10801 1327277 0.9463339 0.0063016 0.0536661 0.9936984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 163455 7787 11528 1354187 0.9341193 0.0057174 0.0658807 0.9942826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD3+ CD3+ 2175 495 82522 1451765 0.0256798 0.0003408 0.9743202 0.9996592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD4 CD4 671672 52594 14728 797963 0.9785431 0.0618348 0.0214569 0.9381652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 184714 45410 14642 1292191 0.9265535 0.0339488 0.0734465 0.9660512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 Ungated Ungated 161123 48653 29135 1298046 0.8468658 0.0361276 0.1531342 0.9638724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 204972 31339 5629 1229101 0.9732717 0.0248635 0.0267283 0.9751365
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 171292 16286 3822 1279641 0.9781742 0.0125671 0.0218258 0.9874329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD3+ CD3+ 6575 7697 76306 1380463 0.0793306 0.0055447 0.9206694 0.9944553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD4 CD4 597666 62072 9907 801396 0.9836941 0.0718869 0.0163059 0.9281131
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 172552 37012 25640 1235837 0.8706305 0.0290781 0.1293695 0.9709219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 138162 25416 58518 1248945 0.7024710 0.0199441 0.2975290 0.9800559
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 160991 15140 5820 1174693 0.9651102 0.0127245 0.0348898 0.9872755
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 2 CD19 CD19 125148 4411 3714 1223371 0.9711785 0.0035927 0.0288215 0.9964073
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 19811 40310 52033 1244490 0.2757502 0.0313745 0.7242498 0.9686255
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 4 CD4 CD4 599607 42348 5817 708872 0.9903919 0.0563723 0.0096081 0.9436277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 150470 19294 51082 1135798 0.7465567 0.0167034 0.2534433 0.9832966
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 158498 20616 23653 1153877 0.8701462 0.0175531 0.1298538 0.9824469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 162444 41214 14589 1203664 0.9175916 0.0331069 0.0824084 0.9668931
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 2 CD19 CD19 167578 10097 5535 1238701 0.9680267 0.0080854 0.0319733 0.9919146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 14406 33251 51010 1323244 0.2202214 0.0245124 0.7797786 0.9754876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 566521 31008 103442 720940 0.8456004 0.0412369 0.1543996 0.9587631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 164057 39003 16792 1202059 0.9071491 0.0314271 0.0928509 0.9685729
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 98652 93680 56885 1172694 0.6342671 0.0739750 0.3657329 0.9260250
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 119555 480 34739 1253692 0.7748519 0.0003827 0.2251481 0.9996173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 152843 9452 6596 1239575 0.9586299 0.0075675 0.0413701 0.9924325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 3 CD3+ CD3+ 34672 54407 38932 1280455 0.4710614 0.0407585 0.5289386 0.9592415
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 4 CD4 CD4 649570 69657 11671 677568 0.9823499 0.0932209 0.0176501 0.9067791
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 134620 23305 48035 1202506 0.7370179 0.0190119 0.2629821 0.9809881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 130134 29771 47099 1201462 0.7342538 0.0241798 0.2657462 0.9758202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 176354 1974 19004 1290146 0.9027222 0.0015277 0.0972778 0.9984723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 2 CD19 CD19 169224 3890 3947 1310417 0.9772075 0.0029597 0.0227925 0.9970403
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 21705 24834 48805 1392134 0.3078287 0.0175262 0.6921713 0.9824738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 657081 14448 15567 800382 0.9768571 0.0177313 0.0231429 0.9822687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 170310 37854 19116 1260198 0.8990846 0.0291622 0.1009154 0.9708378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 175159 34645 11206 1266468 0.9398707 0.0266272 0.0601293 0.9733728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186367 1363 19548 1171215 0.9050676 0.0011624 0.0949324 0.9988376
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 166586 4955 4830 1202122 0.9718229 0.0041050 0.0281771 0.9958950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 9216 12613 48811 1307853 0.1588226 0.0095519 0.8411774 0.9904481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 4 CD4 CD4 585849 35204 13152 744288 0.9780434 0.0451627 0.0219566 0.9548373
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 129710 18155 24393 1206235 0.8417098 0.0148278 0.1582902 0.9851722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 175306 53169 14725 1135293 0.9225126 0.0447377 0.0774874 0.9552623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136519 2338 27395 1119854 0.8328697 0.0020834 0.1671303 0.9979166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 2 CD19 CD19 116000 1612 9053 1159441 0.9276067 0.0013884 0.0723933 0.9986116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 14972 29131 43230 1198773 0.2572420 0.0237242 0.7427580 0.9762758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 4 CD4 CD4 595140 36873 5881 648212 0.9902150 0.0538225 0.0097850 0.9461775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 118419 12851 40539 1114297 0.7449704 0.0114013 0.2550296 0.9885987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 168332 53919 10626 1053229 0.9406229 0.0487008 0.0593771 0.9512992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128833 1715 43388 1194103 0.7480679 0.0014342 0.2519321 0.9985658
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 159229 4460 11478 1192872 0.9327620 0.0037249 0.0672380 0.9962751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 18283 20351 35278 1294127 0.3413491 0.0154822 0.6586509 0.9845178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 4 CD4 CD4 653147 119917 10777 584198 0.9837677 0.1703088 0.0162323 0.8296912
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 119887 19231 38892 1190029 0.7550558 0.0159031 0.2449442 0.9840969
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 102079 20907 46768 1198285 0.6857982 0.0171482 0.3142018 0.9828518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105744 1616 43463 1193056 0.7087067 0.0013527 0.2912933 0.9986473
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 138059 2232 15678 1187910 0.8980206 0.0018754 0.1019794 0.9981246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 14462 13640 41510 1274267 0.2583792 0.0105908 0.7416208 0.9894092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 4 CD4 CD4 649341 109926 6426 578186 0.9902008 0.1597502 0.0097992 0.8402498
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 137769 21841 21323 1162946 0.8659706 0.0184345 0.1340294 0.9815655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 124727 24522 45377 1149253 0.7332397 0.0208916 0.2667603 0.9791084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 4 CD4 CD4 113419 140602 572981 709955 0.1652375 0.1653058 0.8347625 0.8346942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 31674 225453 158584 1121246 0.1664792 0.1674116 0.8335208 0.8325884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 29227 216565 145887 1079362 0.1669027 0.1671120 0.8330973 0.8328880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 4 CD4 CD4 100434 142697 507139 720771 0.1653036 0.1652603 0.8346964 0.8347397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 33311 212622 164881 1060227 0.1680744 0.1670442 0.8319256 0.8329558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 3 CD3+ CD3+ 11017 226530 54399 1129965 0.1684145 0.1669966 0.8315855 0.8330034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 26585 208647 132854 1040380 0.1667409 0.1670476 0.8332591 0.8329524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 4 CD4 CD4 109298 123504 551943 623721 0.1652922 0.1652835 0.8347078 0.8347165
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5 CD8 CD8 30631 204828 152024 1020983 0.1676987 0.1670959 0.8323013 0.8329041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200806 1825 457 1333869 0.9977293 0.0013663 0.0022707 0.9986337
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 2 CD19 CD19 174790 449 193 1361525 0.9988970 0.0003297 0.0011030 0.9996703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 78426 8581 6271 1443679 0.9259596 0.0059087 0.0740404 0.9940913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 684702 2864 1698 847693 0.9975262 0.0033672 0.0024738 0.9966328
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 191925 4630 7431 1332971 0.9627250 0.0034614 0.0372750 0.9965386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 186611 1348 3647 1345351 0.9808313 0.0010010 0.0191687 0.9989990
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209988 1673 613 1258767 0.9970893 0.0013273 0.0029107 0.9986727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 2 CD19 CD19 174919 436 195 1295491 0.9988864 0.0003364 0.0011136 0.9996636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 73341 3582 9540 1384578 0.8848952 0.0025804 0.1151048 0.9974196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 605641 3237 1932 860231 0.9968201 0.0037488 0.0031799 0.9962512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 195371 7145 2821 1265704 0.9857663 0.0056134 0.0142337 0.9943866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 193522 2186 3158 1272175 0.9839435 0.0017154 0.0160565 0.9982846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166472 1830 339 1188003 0.9979678 0.0015380 0.0020322 0.9984620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 2 CD19 CD19 128612 382 250 1227400 0.9980599 0.0003111 0.0019401 0.9996889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 66400 4065 5444 1280735 0.9242247 0.0031639 0.0757753 0.9968361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 4 CD4 CD4 604489 2590 935 748630 0.9984556 0.0034477 0.0015444 0.9965523
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 197882 3984 3670 1151108 0.9817913 0.0034491 0.0182087 0.9965509
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 178672 1266 3479 1173227 0.9809005 0.0010779 0.0190995 0.9989221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176647 1512 386 1243366 0.9978196 0.0012146 0.0021804 0.9987854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 2 CD19 CD19 172764 497 349 1248301 0.9979840 0.0003980 0.0020160 0.9996020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 58833 3283 6583 1353212 0.8993671 0.0024202 0.1006329 0.9975798
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 668084 2218 1879 749730 0.9971954 0.0029497 0.0028046 0.9970503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 178913 5426 1936 1235636 0.9892949 0.0043721 0.0107051 0.9956279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 152416 1318 3121 1265056 0.9799340 0.0010408 0.0200660 0.9989592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153685 750 609 1253422 0.9960530 0.0005980 0.0039470 0.9994020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 2 CD19 CD19 159001 439 438 1248588 0.9972529 0.0003515 0.0027471 0.9996485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 65293 3430 8311 1331432 0.8870849 0.0025696 0.1129151 0.9974304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 659326 2582 1915 744643 0.9971039 0.0034555 0.0028961 0.9965445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 180344 6671 2311 1219140 0.9873477 0.0054421 0.0126523 0.9945579
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 175075 1870 2158 1229363 0.9878239 0.0015188 0.0121761 0.9984812
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7426 1681 1306457 0.9916477 0.0056519 0.0083523 0.9943481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD19 CD19 174892 3324 90 1336840 0.9994857 0.0024803 0.0005143 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 53814 32090 22461 1406781 0.7055261 0.0223022 0.2944739 0.9776978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 664382 22961 9906 817897 0.9853089 0.0273066 0.0146911 0.9726934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 174864 11292 23801 1305189 0.8801953 0.0085774 0.1198047 0.9914226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 6 Ungated Ungated 169256 1263 20417 1324210 0.8923568 0.0009529 0.1076432 0.9990471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 213 1122003 0.9989884 0.0171981 0.0010116 0.9828019
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 173591 20399 784 1157428 0.9955039 0.0173192 0.0044961 0.9826808
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 45843 99999 15825 1190535 0.7433839 0.0774865 0.2566161 0.9225135
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 551722 18036 1463 780981 0.9973553 0.0225727 0.0026447 0.9774273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 84224 410 98985 1168583 0.4597154 0.0003507 0.5402846 0.9996493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 6 Ungated Ungated 127992 0 41208 1183002 0.7564539 0.0000000 0.2435461 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164624 17888 2020 1066558 0.9878784 0.0164951 0.0121216 0.9835049
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 2 CD19 CD19 128434 2574 314 1119768 0.9975611 0.0022934 0.0024389 0.9977066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 15915 33773 34116 1167286 0.3181028 0.0281194 0.6818972 0.9718806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 4 CD4 CD4 574351 30127 1016 645596 0.9982342 0.0445848 0.0017658 0.9554152
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 151509 12860 33704 1053017 0.8180257 0.0120652 0.1819743 0.9879348
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 6 Ungated Ungated 119035 0 26052 1106003 0.8204388 0.0000000 0.1795612 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173742 23267 3230 1192052 0.9817485 0.0191448 0.0182515 0.9808552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 2 CD19 CD19 172977 18473 129 1200712 0.9992548 0.0151519 0.0007452 0.9848481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 51710 18905 11302 1310374 0.8206373 0.0142220 0.1793627 0.9857780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 657567 6969 10339 717416 0.9845203 0.0096206 0.0154797 0.9903794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 173345 8324 7229 1203393 0.9599666 0.0068696 0.0400334 0.9931304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 6 Ungated Ungated 85911 1101 44810 1260469 0.6572089 0.0008727 0.3427911 0.9991273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1128716 0.9776516 0.0220709 0.0223484 0.9779291
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 2 CD19 CD19 159278 5580 50 1141642 0.9996862 0.0048639 0.0003138 0.9951361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 35716 81398 20408 1169028 0.6363766 0.0650962 0.3636234 0.9349038
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 632867 31659 1798 640226 0.9971670 0.0471197 0.0028330 0.9528803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 87834 831 80727 1137158 0.5210814 0.0007302 0.4789186 0.9992698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 6 Ungated Ungated 96958 0 38554 1171038 0.7154938 0.0000000 0.2845062 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 199268 2898 1995 1332796 0.9900876 0.0021697 0.0099124 0.9978303
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD19 CD19 173626 2747 1357 1359227 0.9922450 0.0020169 0.0077550 0.9979831
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 17012 9024 67685 1443236 0.2008572 0.0062138 0.7991428 0.9937862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD4 CD4 682952 26846 3448 823711 0.9949767 0.0315628 0.0050233 0.9684372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD8 CD8 190124 44689 9232 1292912 0.9536909 0.0334098 0.0463091 0.9665902
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 182560 5211 7698 1341488 0.9595392 0.0038695 0.0404608 0.9961305
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 208882 6433 1719 1254007 0.9918376 0.0051038 0.0081624 0.9948962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD19 CD19 174631 9971 483 1285956 0.9972418 0.0076941 0.0027582 0.9923059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 11077 8730 71804 1379430 0.1336494 0.0062889 0.8663506 0.9937111
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 586648 12832 20925 850636 0.9655597 0.0148610 0.0344403 0.9851390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 196107 67034 2085 1205815 0.9894799 0.0526645 0.0105201 0.9473355
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 172397 16299 24283 1258062 0.8765355 0.0127899 0.1234645 0.9872101
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 164973 9792 1838 1180041 0.9889815 0.0082297 0.0110185 0.9917703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 2 CD19 CD19 123883 1981 4979 1225801 0.9613618 0.0016135 0.0386382 0.9983865
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 28900 33549 42944 1251251 0.4022605 0.0261122 0.5977395 0.9738878
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 595329 33771 10095 717449 0.9833257 0.0449549 0.0166743 0.9550451
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 170559 15876 30993 1139216 0.8462283 0.0137444 0.1537717 0.9862556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 166983 11048 15168 1163445 0.9167284 0.0094066 0.0832716 0.9905934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 156274 696 20759 1244182 0.8827394 0.0005591 0.1172606 0.9994409
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 170111 4349 3002 1244449 0.9826587 0.0034825 0.0173413 0.9965175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 31103 11979 34313 1344516 0.4754647 0.0088308 0.5245353 0.9911692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 4 CD4 CD4 661074 13702 8889 738246 0.9867321 0.0182220 0.0132679 0.9817780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 177487 27731 3362 1213331 0.9814099 0.0223446 0.0185901 0.9776554
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 143442 23963 12095 1242411 0.9222372 0.0189225 0.0777628 0.9810775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 132303 2314 21991 1251858 0.8574734 0.0018450 0.1425266 0.9981550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 2 CD19 CD19 154385 8496 5054 1240531 0.9683014 0.0068021 0.0316986 0.9931979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 33517 11155 40087 1323707 0.4553693 0.0083567 0.5446307 0.9916433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 4 CD4 CD4 657623 65469 3618 681756 0.9945285 0.0876162 0.0054715 0.9123838
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 173141 30548 9514 1195263 0.9479127 0.0249206 0.0520873 0.9750794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 126401 13114 50832 1218119 0.7131911 0.0106511 0.2868089 0.9893489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178565 2944 17366 1274989 0.9113668 0.0023037 0.0886332 0.9976963
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 2 CD19 CD19 169361 4085 3693 1296725 0.9786598 0.0031404 0.0213402 0.9968596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 20163 21278 44701 1387722 0.3108504 0.0151015 0.6891496 0.9848985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 657358 15483 15637 785386 0.9767651 0.0193327 0.0232349 0.9806673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 166582 33205 14641 1259436 0.9192100 0.0256877 0.0807900 0.9743123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 173989 30851 11808 1257216 0.9364468 0.0239514 0.0635532 0.9760486
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186357 1490 20112 1186445 0.9025907 0.0012543 0.0974093 0.9987457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 166654 4226 5536 1217988 0.9678495 0.0034577 0.0321505 0.9965423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 13511 20773 51411 1308709 0.2081113 0.0156249 0.7918887 0.9843751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 4 CD4 CD4 592352 42168 9781 750103 0.9837561 0.0532242 0.0162439 0.9467758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 122343 17755 34662 1219644 0.7792300 0.0143486 0.2207700 0.9856514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 178841 47934 12844 1154785 0.9329942 0.0398547 0.0670058 0.9601453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136211 1997 27482 1100665 0.8321126 0.0018111 0.1678874 0.9981889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 2 CD19 CD19 115986 1693 8931 1139745 0.9285045 0.0014832 0.0714955 0.9985168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 13726 19088 38342 1195199 0.2636168 0.0157195 0.7363832 0.9842805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 4 CD4 CD4 593521 38145 5781 628908 0.9903538 0.0571844 0.0096462 0.9428156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 114658 11589 33351 1106757 0.7746691 0.0103626 0.2253309 0.9896374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 167872 51869 10494 1036120 0.9411659 0.0476742 0.0588341 0.9523258
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129970 1979 42212 1190988 0.7548408 0.0016589 0.2451592 0.9983411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 159548 4489 11111 1190001 0.9348936 0.0037581 0.0651064 0.9962419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 17301 18163 35148 1294537 0.3298633 0.0138364 0.6701367 0.9861636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 4 CD4 CD4 653179 109728 10314 591928 0.9844550 0.1563843 0.0155450 0.8436157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 123429 19205 34012 1188503 0.7839699 0.0159020 0.2160301 0.9840980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 105759 22399 43166 1193825 0.7101494 0.0184168 0.2898506 0.9815832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105159 824 43521 1184582 0.7072841 0.0006951 0.2927159 0.9993049
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 137728 2458 16347 1177553 0.8939023 0.0020830 0.1060977 0.9979170
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 12480 10968 40338 1270300 0.2362831 0.0085603 0.7637169 0.9914397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 4 CD4 CD4 650125 128180 5183 550598 0.9920907 0.1888394 0.0079093 0.8111606
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 121718 19366 31776 1161226 0.7929821 0.0164036 0.2070179 0.9835964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 121602 23478 48109 1140897 0.7165240 0.0201636 0.2834760 0.9798364
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 3 CD3+ CD3+ 14225 242869 70472 1209391 0.1679516 0.1672352 0.8320484 0.8327648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 33261 223606 166095 1113995 0.1668422 0.1671694 0.8331578 0.8328306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 31910 224997 158348 1121702 0.1677196 0.1670730 0.8322804 0.8329270
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 21450 205191 107412 1022591 0.1664571 0.1671233 0.8335429 0.8328767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5 CD8 CD8 33310 190807 168242 964285 0.1652675 0.1651877 0.8347325 0.8348123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 25785 211915 129752 1054459 0.1657805 0.1673400 0.8342195 0.8326600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25916 209316 128378 1044856 0.1679651 0.1668958 0.8320349 0.8331042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200079 2251 1184 1333443 0.9941172 0.0016853 0.0058828 0.9983147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 2 CD19 CD19 174851 1942 132 1360032 0.9992456 0.0014259 0.0007544 0.9985741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 68440 12367 16257 1439893 0.8080570 0.0085157 0.1919430 0.9914843
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 682943 8349 3457 842208 0.9949636 0.0098159 0.0050364 0.9901841
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 188812 9386 10544 1328215 0.9471097 0.0070170 0.0528903 0.9929830
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 185352 2185 4906 1344514 0.9742140 0.0016225 0.0257860 0.9983775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 208890 1879 1711 1258561 0.9918756 0.0014907 0.0081244 0.9985093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 2 CD19 CD19 174856 2210 258 1293717 0.9985267 0.0017053 0.0014733 0.9982947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 60561 4746 22320 1383414 0.7306982 0.0034189 0.2693018 0.9965811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 605527 11411 2046 852057 0.9966325 0.0132153 0.0033675 0.9867847
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 193763 12176 4429 1260673 0.9776530 0.0095659 0.0223470 0.9904341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 191943 3079 4737 1271282 0.9759152 0.0024161 0.0240848 0.9975839
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165383 2334 1428 1187499 0.9914394 0.0019616 0.0085606 0.9980384
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 2 CD19 CD19 128616 2304 246 1225478 0.9980910 0.0018766 0.0019090 0.9981234
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 44627 5094 27217 1279706 0.6211653 0.0039648 0.3788347 0.9960352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 603708 20017 1716 731203 0.9971656 0.0266460 0.0028344 0.9733540
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 195584 8024 5968 1147068 0.9703898 0.0069466 0.0296102 0.9930534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 177967 2986 4184 1171507 0.9770300 0.0025424 0.0229700 0.9974576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 175387 1615 1646 1243263 0.9907023 0.0012973 0.0092977 0.9987027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 2 CD19 CD19 171713 1533 1400 1247265 0.9919128 0.0012276 0.0080872 0.9987724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 52186 4104 13230 1352391 0.7977559 0.0030254 0.2022441 0.9969746
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 4 CD4 CD4 666636 4139 3327 747809 0.9950341 0.0055044 0.0049659 0.9944956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 179017 10400 1832 1230662 0.9898700 0.0083799 0.0101300 0.9916201
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 152040 3141 3497 1263233 0.9775166 0.0024803 0.0224834 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152873 1751 1421 1252421 0.9907903 0.0013961 0.0092097 0.9986039
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 2 CD19 CD19 159110 1749 329 1247278 0.9979365 0.0014003 0.0020635 0.9985997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 59029 4776 14575 1330086 0.8019809 0.0035779 0.1980191 0.9964221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 656950 4245 4291 742980 0.9935107 0.0056810 0.0064893 0.9943190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 180692 11054 1963 1214757 0.9892530 0.0090177 0.0107470 0.9909823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 173506 2731 3727 1228502 0.9789712 0.0022181 0.0210288 0.9977819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199841 8245 1422 1303102 0.9929346 0.0062874 0.0070654 0.9937126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 2 CD19 CD19 174889 3813 92 1333816 0.9994742 0.0028506 0.0005258 0.9971494
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 55930 48380 20548 1387752 0.7313214 0.0336877 0.2686786 0.9663123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 661845 22198 10487 818080 0.9844021 0.0264174 0.0155979 0.9735826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 159602 7674 38693 1306641 0.8048715 0.0058388 0.1951285 0.9941612
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 6 Ungated Ungated 169106 1087 20155 1322262 0.8935069 0.0008214 0.1064931 0.9991786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209454 19359 1112 1107696 0.9947190 0.0171766 0.0052810 0.9828234
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 2 CD19 CD19 174467 2487 535 1160132 0.9969429 0.0021391 0.0030571 0.9978609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 42722 82829 19094 1192976 0.6911156 0.0649229 0.3088844 0.9350771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 4 CD4 CD4 555135 21140 1064 760282 0.9980870 0.0270532 0.0019130 0.9729468
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 100408 554 81562 1155097 0.5517833 0.0004794 0.4482167 0.9995206
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 6 Ungated Ungated 129066 0 23002 1185553 0.8487387 0.0000000 0.1512613 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164604 17217 2024 1060047 0.9878532 0.0159822 0.0121468 0.9840178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 2 CD19 CD19 128498 4078 268 1111048 0.9979187 0.0036570 0.0020813 0.9963430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 34441 41461 10102 1157888 0.7732079 0.0345696 0.2267921 0.9654304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 583039 4829 4321 651703 0.9926434 0.0073553 0.0073566 0.9926447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 149814 10073 37807 1046198 0.7984927 0.0095364 0.2015073 0.9904636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 6 Ungated Ungated 105812 26 23162 1114892 0.8204134 0.0000233 0.1795866 0.9999767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174394 18528 2392 1113520 0.9864695 0.0163668 0.0135305 0.9836332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 2 CD19 CD19 172645 4630 378 1131181 0.9978153 0.0040764 0.0021847 0.9959236
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 28326 12408 8662 1259438 0.7658159 0.0097559 0.2341841 0.9902441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 647677 3836 5308 652013 0.9918712 0.0058489 0.0081288 0.9941511
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 159006 7896 8239 1133693 0.9507369 0.0069167 0.0492631 0.9930833
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 6 Ungated Ungated 79459 29 22348 1206998 0.7804866 0.0000240 0.2195134 0.9999760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 3383 1129940 0.9777928 0.0227909 0.0222072 0.9772091
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 2 CD19 CD19 159278 5580 49 1143724 0.9996925 0.0048551 0.0003075 0.9951449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 35597 77819 20007 1175208 0.6401878 0.0621048 0.3598122 0.9378952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 632688 31156 2175 642612 0.9965741 0.0462414 0.0034259 0.9537586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 93331 383 77271 1137646 0.5470686 0.0003365 0.4529314 0.9996635
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 6 Ungated Ungated 97491 0 38406 1172734 0.7173889 0.0000000 0.2826111 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 189142 12046 12121 1323648 0.9397753 0.0090185 0.0602247 0.9909815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 164059 7024 10924 1354950 0.9375711 0.0051572 0.0624289 0.9948428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 3 CD3+ CD3+ 349 306 84348 1451954 0.0041206 0.0002107 0.9958794 0.9997893
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 4 CD4 CD4 665848 50259 20552 800298 0.9700583 0.0590895 0.0299417 0.9409105
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 187301 58564 12055 1279037 0.9395303 0.0437829 0.0604697 0.9562171
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 6 Ungated Ungated 153359 48700 36899 1297999 0.8060581 0.0361625 0.1939419 0.9638375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 187724 5272 22877 1255168 0.8913728 0.0041827 0.1086272 0.9958173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 2 CD19 CD19 169124 15294 5990 1280633 0.9657937 0.0118016 0.0342063 0.9881984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 14225 19368 68656 1368792 0.1716316 0.0139523 0.8283684 0.9860477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 4 CD4 CD4 570326 37141 37247 826327 0.9386954 0.0430138 0.0613046 0.9569862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 167328 38907 30864 1233942 0.8442722 0.0305669 0.1557278 0.9694331
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 169421 76911 27259 1197450 0.8614043 0.0603526 0.1385957 0.9396474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 160271 39568 6540 1150265 0.9607940 0.0332551 0.0392060 0.9667449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 2 CD19 CD19 127687 43311 1175 1184471 0.9908817 0.0352758 0.0091183 0.9647242
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 10769 13176 61075 1271624 0.1498942 0.0102553 0.8501058 0.9897447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 596475 57177 8949 694043 0.9852186 0.0761122 0.0147814 0.9238878
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 183879 37613 17673 1117479 0.9123154 0.0325628 0.0876846 0.9674372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 6 Ungated Ungated 80051 6667 102100 1167826 0.4394760 0.0056765 0.5605240 0.9943235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 138770 910 38263 1243968 0.7838652 0.0007310 0.2161348 0.9992690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 151949 8662 21164 1240136 0.8777446 0.0069363 0.1222554 0.9930637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 3 CD3+ CD3+ 1228 300 64188 1356195 0.0187722 0.0002212 0.9812278 0.9997788
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 4 CD4 CD4 625292 53073 44671 698875 0.9333232 0.0705807 0.0666768 0.9294193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5 CD8 CD8 174430 55277 6419 1185785 0.9645063 0.0445401 0.0354937 0.9554599
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 128864 83156 26673 1183218 0.8285103 0.0656646 0.1714897 0.9343354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 122532 4090 31762 1250082 0.7941462 0.0032611 0.2058538 0.9967389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 2 CD19 CD19 110265 3988 49174 1245039 0.6915811 0.0031929 0.3084189 0.9968071
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 3947 7135 69657 1327727 0.0536248 0.0053451 0.9463752 0.9946549
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 4 CD4 CD4 652570 92131 8671 655094 0.9868868 0.1232975 0.0131132 0.8767025
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 152608 32816 30047 1192995 0.8354986 0.0267708 0.1645014 0.9732292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 142894 83490 34339 1147743 0.8062494 0.0678101 0.1937506 0.9321899
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 179074 2893 16433 1291134 0.9159467 0.0022357 0.0840533 0.9977643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 2 CD19 CD19 169856 4217 3424 1312037 0.9802401 0.0032038 0.0197599 0.9967962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 20509 25848 50513 1392664 0.2887697 0.0182219 0.7112303 0.9817781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 659840 15777 13830 800087 0.9794707 0.0193378 0.0205293 0.9806622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 167729 38409 22911 1260485 0.8798206 0.0295705 0.1201794 0.9704295
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 173498 31884 11917 1272235 0.9357280 0.0244487 0.0642720 0.9755513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 184728 1089 21563 1184005 0.8954729 0.0009189 0.1045271 0.9990811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 165351 4351 6688 1214995 0.9611251 0.0035683 0.0388749 0.9964317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 13090 19008 51504 1307783 0.2026504 0.0143263 0.7973496 0.9856737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 4 CD4 CD4 589869 38635 11239 751642 0.9813029 0.0488879 0.0186971 0.9511121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 122419 18114 33424 1217428 0.7855277 0.0146608 0.2144723 0.9853392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 179050 55681 12460 1144194 0.9349381 0.0464057 0.0650619 0.9535943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135385 2603 28413 1123815 0.8265363 0.0023109 0.1734637 0.9976891
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 2 CD19 CD19 115095 1663 10077 1163381 0.9194948 0.0014274 0.0805052 0.9985726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 13620 30587 46018 1199991 0.2283779 0.0248558 0.7716221 0.9751442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 4 CD4 CD4 594543 41237 6762 647674 0.9887545 0.0598582 0.0112455 0.9401418
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 114241 12883 47804 1115288 0.7049955 0.0114194 0.2950045 0.9885806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 167467 60892 10791 1051066 0.9394641 0.0547611 0.0605359 0.9452389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 131982 2588 40560 1193271 0.7649268 0.0021641 0.2350732 0.9978359
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 158966 4431 11910 1193094 0.9303003 0.0037001 0.0696997 0.9962999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 19089 20656 34616 1294040 0.3554418 0.0157116 0.6445582 0.9842884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 4 CD4 CD4 651010 105449 11691 600251 0.9823586 0.1494247 0.0176414 0.8505753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 128502 19861 30849 1189189 0.8064085 0.0164269 0.1935915 0.9835731
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 104131 21736 45095 1197439 0.6978074 0.0178284 0.3021926 0.9821716
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105817 1301 43807 1194643 0.7072194 0.0010878 0.2927806 0.9989122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 136334 2464 18428 1188342 0.8809268 0.0020692 0.1190732 0.9979308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 13677 13940 42728 1275223 0.2424785 0.0108132 0.7575215 0.9891868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 4 CD4 CD4 648528 133340 6814 556886 0.9896024 0.1931831 0.0103976 0.8068169
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 128937 21938 30195 1164498 0.8102519 0.0184907 0.1897481 0.9815093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 117529 21763 52774 1153502 0.6901170 0.0185175 0.3098830 0.9814825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1 CD14 monocytes CD14 monocytes 34896 208235 175705 1052205 0.1656972 0.1652082 0.8343028 0.8347918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 28972 215206 146142 1080721 0.1654465 0.1660634 0.8345535 0.8339366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 33100 212977 165092 1059872 0.1670098 0.1673231 0.8329902 0.8326769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 6 Ungated Ungated 32912 212880 163768 1061481 0.1673378 0.1670484 0.8326622 0.8329516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29705 207842 147328 1037036 0.1677936 0.1669577 0.8322064 0.8330423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 29025 208896 144088 1039902 0.1676651 0.1672777 0.8323349 0.8327223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 6 Ungated Ungated 29674 205558 147559 1025675 0.1674293 0.1669530 0.8325707 0.8330470
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200789 1999 474 1333695 0.9976449 0.0014966 0.0023551 0.9985034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 2 CD19 CD19 174835 517 148 1361457 0.9991542 0.0003796 0.0008458 0.9996204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 76420 7084 8277 1445176 0.9022752 0.0048779 0.0977248 0.9951221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 684808 3864 1592 846693 0.9976807 0.0045429 0.0023193 0.9954571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 193101 5701 6255 1331900 0.9686240 0.0042621 0.0313760 0.9957379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 186354 1485 3904 1345214 0.9794805 0.0011027 0.0205195 0.9988973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209629 1584 972 1258856 0.9953846 0.0012567 0.0046154 0.9987433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 2 CD19 CD19 174966 697 148 1295230 0.9991548 0.0005378 0.0008452 0.9994622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 70743 4006 12138 1384154 0.8535491 0.0028858 0.1464509 0.9971142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 605456 4344 2117 859124 0.9965156 0.0050309 0.0034844 0.9949691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 194872 8735 3320 1264114 0.9832486 0.0068626 0.0167514 0.9931374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 193401 2608 3279 1271753 0.9833282 0.0020465 0.0166718 0.9979535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166531 2032 280 1187801 0.9983215 0.0017078 0.0016785 0.9982922
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 2 CD19 CD19 128497 457 365 1227325 0.9971675 0.0003722 0.0028325 0.9996278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 65188 4290 6656 1280510 0.9073548 0.0033390 0.0926452 0.9966610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 604189 2709 1235 748511 0.9979601 0.0036061 0.0020399 0.9963939
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 197688 5016 3864 1150076 0.9808288 0.0043425 0.0191712 0.9956575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 178502 1545 3649 1172948 0.9799672 0.0013155 0.0200328 0.9986845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176611 1753 422 1243125 0.9976163 0.0014082 0.0023837 0.9985918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 2 CD19 CD19 172730 787 383 1248011 0.9977876 0.0006302 0.0022124 0.9993698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 57953 3497 7463 1352998 0.8859148 0.0025780 0.1140852 0.9974220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 667806 2596 2157 749352 0.9967804 0.0034524 0.0032196 0.9965476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 178920 5898 1929 1235164 0.9893336 0.0047524 0.0106664 0.9952476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 152010 1350 3527 1265024 0.9773237 0.0010660 0.0226763 0.9989340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153636 887 658 1253285 0.9957354 0.0007072 0.0042646 0.9992928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 2 CD19 CD19 159133 641 306 1248386 0.9980808 0.0005132 0.0019192 0.9994868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 64734 4088 8870 1330774 0.8794902 0.0030625 0.1205098 0.9969375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 659523 3245 1718 743980 0.9974019 0.0043427 0.0025981 0.9956573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 179676 6585 2979 1219226 0.9836906 0.0053720 0.0163094 0.9946280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 174677 1641 2556 1229592 0.9855783 0.0013328 0.0144217 0.9986672
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199581 7688 1682 1306226 0.9916428 0.0058512 0.0083572 0.9941488
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD19 CD19 174892 3333 90 1336862 0.9994857 0.0024870 0.0005143 0.9975130
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 58842 28609 17532 1410194 0.7704454 0.0198839 0.2295546 0.9801161
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 663729 16896 10439 824113 0.9845157 0.0200902 0.0154843 0.9799098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 179623 12821 19119 1303614 0.9037999 0.0097392 0.0962001 0.9902608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 6 Ungated Ungated 167899 1264 21749 1324265 0.8853191 0.0009536 0.1146809 0.9990464
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 212 1129026 0.9989932 0.0170930 0.0010068 0.9829070
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 173498 20134 784 1164808 0.9955015 0.0169915 0.0044985 0.9830085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 45402 96002 16210 1201610 0.7369019 0.0739836 0.2630981 0.9260164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 557146 18433 1461 782184 0.9973846 0.0230235 0.0026154 0.9769765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 89758 444 95032 1173990 0.4857297 0.0003781 0.5142703 0.9996219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 6 Ungated Ungated 128421 0 40948 1189855 0.7582320 0.0000000 0.2417680 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 163764 20398 2802 1060576 0.9831778 0.0188700 0.0168222 0.9811300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 2 CD19 CD19 128273 2535 454 1116278 0.9964732 0.0022658 0.0035268 0.9977342
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 14818 29177 33793 1169752 0.3048281 0.0243359 0.6951719 0.9756641
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 573458 30370 2140 641572 0.9962821 0.0451974 0.0037179 0.9548026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 153697 12293 27593 1053957 0.8477963 0.0115292 0.1522037 0.9884708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 6 Ungated Ungated 118757 0 27991 1100792 0.8092580 0.0000000 0.1907420 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173999 23323 2930 1191790 0.9834397 0.0191941 0.0165603 0.9808059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 2 CD19 CD19 172945 17642 162 1201293 0.9990642 0.0144733 0.0009358 0.9855267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 51857 17738 11125 1311322 0.8233622 0.0133463 0.1766378 0.9866537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 659303 7297 8632 716810 0.9870766 0.0100772 0.0129234 0.9899228
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 172805 11828 7687 1199722 0.9574109 0.0097627 0.0425891 0.9902373
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 6 Ungated Ungated 82217 1088 48380 1260357 0.6295474 0.0008625 0.3704526 0.9991375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 3405 1128407 0.9776516 0.0228212 0.0223484 0.9771788
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 2 CD19 CD19 159278 5580 49 1142213 0.9996925 0.0048615 0.0003075 0.9951385
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 35661 83263 19997 1168199 0.6407165 0.0665326 0.3592835 0.9334674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 632688 31305 2179 640948 0.9965678 0.0465673 0.0034322 0.9534327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 87018 350 82574 1137178 0.5131020 0.0003077 0.4868980 0.9996923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 6 Ungated Ungated 96669 0 38647 1171804 0.7143945 0.0000000 0.2856055 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 196860 5212 4403 1330482 0.9781232 0.0039021 0.0218768 0.9960979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD19 CD19 168276 3314 6707 1358660 0.9616706 0.0024332 0.0383294 0.9975668
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 19822 23467 64875 1428793 0.2340343 0.0161590 0.7659657 0.9838410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 651238 14958 35162 835599 0.9487733 0.0175861 0.0512267 0.9824139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD8 CD8 188198 53759 11158 1283842 0.9440298 0.0401906 0.0559702 0.9598094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 178340 33513 11918 1313186 0.9373587 0.0248853 0.0626413 0.9751147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 192288 1380 18313 1259060 0.9130441 0.0010949 0.0869559 0.9989051
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD19 CD19 173642 11522 1472 1284405 0.9915940 0.0088909 0.0084060 0.9911091
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD3+ CD3+ 2243 1997 80638 1386163 0.0270629 0.0014386 0.9729371 0.9985614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 598989 45909 8584 817559 0.9858717 0.0531682 0.0141283 0.9468318
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 188813 51662 9379 1221187 0.9526772 0.0405877 0.0473228 0.9594123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 174322 28274 22358 1246087 0.8863230 0.0221868 0.1136770 0.9778132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 165106 23027 1705 1166806 0.9897789 0.0193531 0.0102211 0.9806469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 125304 5915 3558 1221867 0.9723891 0.0048176 0.0276109 0.9951824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 8720 6398 63124 1278402 0.1213741 0.0049798 0.8786259 0.9950202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 4 CD4 CD4 601735 33176 3689 718044 0.9939067 0.0441628 0.0060933 0.9558372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 195896 43515 5656 1111577 0.9719378 0.0376723 0.0280622 0.9623277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 6 Ungated Ungated 143143 4709 39008 1169784 0.7858480 0.0040094 0.2141520 0.9959906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 160205 3127 16828 1241751 0.9049443 0.0025119 0.0950557 0.9974881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 169240 4411 3873 1244387 0.9776273 0.0035322 0.0223727 0.9964678
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 12613 12528 52803 1343967 0.1928122 0.0092356 0.8071878 0.9907644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 4 CD4 CD4 663619 58967 6344 692981 0.9905308 0.0784190 0.0094692 0.9215810
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 167220 34907 13629 1206155 0.9246388 0.0281267 0.0753612 0.9718733
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 6 Ungated Ungated 121604 13470 33933 1252904 0.7818333 0.0106367 0.2181667 0.9893633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 134013 3793 20281 1250379 0.8685561 0.0030243 0.1314439 0.9969757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 2 CD19 CD19 153520 3985 5919 1245042 0.9628761 0.0031905 0.0371239 0.9968095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 5730 4589 67874 1330273 0.0778490 0.0034378 0.9221510 0.9965622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 4 CD4 CD4 656360 67014 4881 680211 0.9926184 0.0896838 0.0073816 0.9103162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 178780 52854 3875 1172957 0.9787851 0.0431176 0.0212149 0.9568824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 132370 15458 44863 1215775 0.7468699 0.0125549 0.2531301 0.9874451
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178129 2551 17682 1278646 0.9096986 0.0019911 0.0903014 0.9980089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 2 CD19 CD19 169372 4247 3648 1299741 0.9789157 0.0032569 0.0210843 0.9967431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 22410 23199 44404 1386995 0.3354087 0.0164509 0.6645913 0.9835491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 655354 14851 18090 788713 0.9731381 0.0184814 0.0268619 0.9815186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 166885 33085 14940 1262098 0.9178331 0.0255447 0.0821669 0.9744553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 174781 32144 11313 1258770 0.9392081 0.0249002 0.0607919 0.9750998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185218 1351 21199 1171327 0.8973001 0.0011521 0.1026999 0.9988479
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 166267 4018 5717 1203093 0.9667585 0.0033286 0.0332415 0.9966714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 11039 15699 48841 1303516 0.1843520 0.0119003 0.8156480 0.9880997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 4 CD4 CD4 589661 43925 10976 734533 0.9817261 0.0564257 0.0182739 0.9435743
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 117765 16872 31102 1213356 0.7910753 0.0137145 0.2089247 0.9862855
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 178524 48756 12786 1139029 0.9331661 0.0410478 0.0668339 0.9589522
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135411 2080 28548 1103920 0.8258833 0.0018807 0.1741167 0.9981193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 2 CD19 CD19 115652 1666 9365 1143276 0.9250902 0.0014551 0.0749098 0.9985449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 14148 21287 38494 1196030 0.2687588 0.0174868 0.7312412 0.9825132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 4 CD4 CD4 593498 34553 5798 636110 0.9903253 0.0515207 0.0096747 0.9484793
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 117895 11810 32608 1107646 0.7833399 0.0105498 0.2166601 0.9894502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 168263 53696 10279 1037721 0.9424281 0.0491984 0.0575719 0.9508016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128690 1722 43586 1192115 0.7469990 0.0014424 0.2530010 0.9985576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 158986 4446 11674 1191007 0.9315950 0.0037191 0.0684050 0.9962809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 17060 18351 35643 1295059 0.3237007 0.0139720 0.6762993 0.9860280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 4 CD4 CD4 653374 118370 10194 584175 0.9846376 0.1684874 0.0153624 0.8315126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 120743 19209 37267 1188894 0.7641478 0.0159001 0.2358522 0.9840999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 103629 21533 45267 1195684 0.6959824 0.0176904 0.3040176 0.9823096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105606 917 42795 1183636 0.7116259 0.0007741 0.2883741 0.9992259
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 138361 2491 15612 1176490 0.8986056 0.0021128 0.1013944 0.9978872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 12767 11255 40444 1268488 0.2399316 0.0087947 0.7600684 0.9912053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 4 CD4 CD4 649158 123690 5639 554467 0.9913882 0.1823914 0.0086118 0.8176086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 125316 20111 28408 1159119 0.8152013 0.0170543 0.1847987 0.9829457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 119852 23430 48996 1140676 0.7098219 0.0201270 0.2901781 0.9798730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5 CD8 CD8 32965 221056 166391 1116545 0.1653575 0.1652630 0.8346425 0.8347370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35057 210873 175544 1049567 0.1664617 0.1673011 0.8335383 0.8326989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 13699 230479 69182 1157681 0.1652852 0.1660320 0.8347148 0.8339680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 2 CD19 CD19 21256 202861 107606 1024921 0.1649517 0.1652256 0.8350483 0.8347744
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 33456 191599 168096 963493 0.1659919 0.1658734 0.8340081 0.8341266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 30458 196183 151693 978310 0.1672129 0.1670363 0.8327871 0.8329637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 3 CD3+ CD3+ 11024 226897 54392 1129598 0.1685215 0.1672671 0.8314785 0.8327329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 6 Ungated Ungated 29204 203598 148029 1027635 0.1647774 0.1653611 0.8352226 0.8346389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 409232 752 1056 3393810 0.9974262 0.0002215 0.0025738 0.9997785
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 1495284 7504 1763 2300299 0.9988223 0.0032516 0.0011777 0.9967484
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 849363 4925 948 3101201 0.9988851 0.0015856 0.0011149 0.9984144
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 409507 863 660 3545407 0.9983909 0.0002434 0.0016091 0.9997566
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 899771 2565 1652 2967173 0.9981673 0.0008637 0.0018327 0.9991363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 405133 1078 1198 3463752 0.9970517 0.0003111 0.0029483 0.9996889
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 2 CD19 CD19 389425 1084 444 3516398 0.9988612 0.0003082 0.0011388 0.9996918
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 2 CD19 CD19 418736 1590 558 3557914 0.9986692 0.0004467 0.0013308 0.9995533
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 18302 2835766 0.9796884 0.0109988 0.0203116 0.9890012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 408901 9111 1353 3348998 0.9967020 0.0027131 0.0032980 0.9972869
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 20291 3581898 0.8553742 0.0127244 0.1446258 0.9872756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 27044 2243759 0.9817990 0.0169761 0.0182010 0.9830239
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 19184 3398394 0.9442572 0.0075395 0.0557428 0.9924605
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 418742 2795 67999 3278827 0.8602974 0.0008517 0.1397026 0.9991483
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 847018 43948 2035 2896322 0.9976032 0.0149469 0.0023968 0.9850531
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 996 3360521 0.9975645 0.0058736 0.0024355 0.9941264
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 124836 3576222 0.1889131 0.0162812 0.8110869 0.9837188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 44054 2101008 0.9728839 0.0294149 0.0271161 0.9705851
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 24100 3346982 0.9318317 0.0258468 0.0681683 0.9741532
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 319784 0 79449 3390090 0.8009959 0.0000000 0.1990041 1.0000000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 7477 2623372 0.9916733 0.0241738 0.0083267 0.9758262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 400468 7569 2895 3175380 0.9928228 0.0023780 0.0071772 0.9976220
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 132445 3404120 0.1251808 0.0089653 0.8748192 0.9910347
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 29584 2068798 0.9799144 0.0211123 0.0200856 0.9788877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 6456 3155241 0.9801915 0.0322507 0.0198085 0.9677493
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 259592 928 75192 3250600 0.7754015 0.0002854 0.2245985 0.9997146
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5095 2730380 0.9942791 0.0191896 0.0057209 0.9808104
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 384680 7748 1947 3280016 0.9949641 0.0023566 0.0050359 0.9976434
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 68153 3527422 0.4765474 0.0047317 0.5234526 0.9952683
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 9893 2041745 0.9938180 0.0156014 0.0061820 0.9843986
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 9788 3275684 0.9702812 0.0207331 0.0297188 0.9792669
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 252287 272 85046 3336786 0.7478871 0.0000815 0.2521129 0.9999185
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 877684 52149 2328 2761879 0.9973546 0.0185318 0.0026454 0.9814682
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2000 3254114 0.9952215 0.0065282 0.0047785 0.9934718
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 105664 3462749 0.2286905 0.0265102 0.7713095 0.9734898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 100122 2101045 0.9361257 0.0119959 0.0638743 0.9880041
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 2170 3244300 0.9936711 0.0318892 0.0063289 0.9681108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 259773 438 88360 3345469 0.7461890 0.0001309 0.2538110 0.9998691
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 904295 19585 11103 2869867 0.9878708 0.0067781 0.0121292 0.9932219
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 388672 3673 21616 3390889 0.9473151 0.0010820 0.0526849 0.9989180
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 100078 92616 48034 3564122 0.6756914 0.0253275 0.3243086 0.9746725
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1429738 60460 67309 2247343 0.9550388 0.0261981 0.0449612 0.9738019
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 265733 18749 79283 3441085 0.7702049 0.0054190 0.2297951 0.9945810
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 431125 90126 57864 3225735 0.8816660 0.0271803 0.1183340 0.9728197
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 820645 3778 29666 3102348 0.9651116 0.0012163 0.0348884 0.9987837
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 394357 5516 15810 3540754 0.9614547 0.0015554 0.0385453 0.9984446
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 19 94 184768 3771556 0.0001028 0.0000249 0.9998972 0.9999751
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 1663437 53210 17388 2222402 0.9896551 0.0233827 0.0103449 0.9766173
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 349795 139498 14629 3452515 0.9598572 0.0388356 0.0401428 0.9611644
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 454899 71189 11024 3419325 0.9763394 0.0203950 0.0236606 0.9796050
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 884194 12022 17229 2957716 0.9808869 0.0040482 0.0191131 0.9959518
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 390504 18919 15827 3445911 0.9610490 0.0054603 0.0389510 0.9945397
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 106477 104583 70933 3589168 0.6001747 0.0283135 0.3998253 0.9716865
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1520174 55020 49611 2246356 0.9683963 0.0239074 0.0316037 0.9760926
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 262658 29768 72457 3506278 0.7837847 0.0084184 0.2162153 0.9915816
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 439790 47052 41307 3343012 0.9141400 0.0138794 0.0858600 0.9861206
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 884329 10282 6954 3005786 0.9921978 0.0034091 0.0078022 0.9965909
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 380385 8484 9484 3508998 0.9756739 0.0024120 0.0243261 0.9975880
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 95057 17514 74658 3720122 0.5600978 0.0046858 0.4399022 0.9953142
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 1568774 11677 60408 2266492 0.9629213 0.0051256 0.0370787 0.9948744
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 337471 65850 6283 3497747 0.9817224 0.0184785 0.0182776 0.9815215
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 464975 62553 18573 3361250 0.9615902 0.0182700 0.0384098 0.9817300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 838571 3663 44460 3092104 0.9496507 0.0011832 0.0503493 0.9988168
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 410825 5759 8469 3553745 0.9798018 0.0016179 0.0201982 0.9983821
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 17477 9617 165108 3786596 0.0957198 0.0025333 0.9042802 0.9974667
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 1639954 42741 18262 2277841 0.9889870 0.0184182 0.0110130 0.9815818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 342728 130101 11025 3494944 0.9688342 0.0358895 0.0311658 0.9641105
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 465774 71588 16145 3425291 0.9664985 0.0204720 0.0335015 0.9795280
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 349083 8636 39806 3217738 0.8976417 0.0026767 0.1023583 0.9973233
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 1479261 88451 9574 2037977 0.9935695 0.0415960 0.0064305 0.9584040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 2 CD19 CD19 399379 10184 6121 3412844 0.9849051 0.0029751 0.0150949 0.9970249
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 362098 9155 28815 3229460 0.9262879 0.0028268 0.0737121 0.9971732
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 1528212 91830 22668 1986818 0.9853838 0.0441778 0.0146162 0.9558222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 373818 13861 10174 3320377 0.9735047 0.0041572 0.0264953 0.9958428
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 1601054 83935 15260 2017981 0.9905588 0.0399326 0.0094412 0.9600674
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 332286 9947 69830 3380692 0.8263436 0.0029337 0.1736564 0.9970663
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 1621209 137065 22286 2012195 0.9864399 0.0637731 0.0135601 0.9362269
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 24840 609950 123272 3046788 0.1677109 0.1668017 0.8322891 0.8331983
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 247252 381778 1249795 1926025 0.1651598 0.1654292 0.8348402 0.8345708
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 68884 593729 341283 2952541 0.1679414 0.1674235 0.8320586 0.8325765
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 277691 376438 1403134 1899174 0.1652111 0.1654228 0.8347889 0.8345772
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 68246 580146 338085 2884684 0.1679567 0.1674385 0.8320433 0.8325615
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 79865 560234 401232 2829830 0.1660060 0.1652576 0.8339940 0.8347424
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 65335 586596 324534 2930886 0.1675819 0.1667659 0.8324181 0.8332341
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 80202 565855 403346 2857948 0.1658615 0.1652709 0.8341385 0.8347291
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 145708 512132 737323 2583635 0.1650089 0.1654298 0.8349911 0.8345702
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 59588 606809 294165 3018236 0.1684452 0.1673935 0.8315548 0.8326065
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1 /Granulocytes /Granulocytes 10044971 1028 409 6619320 0.9999593 0.0001553 0.0000407 0.9998447
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50346 1998 3188 16610196 0.9404491 0.0001203 0.0595509 0.9998797
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 47376 70 3846 16614436 0.9249151 0.0000042 0.0750849 0.9999958
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62130 942 3903 16598753 0.9408932 0.0000567 0.0591068 0.9999433
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101786 4770 1021 16558151 0.9900688 0.0002880 0.0099312 0.9997120
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5818 1101 1741 16657068 0.7696785 0.0000661 0.2303215 0.9999339
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6006 42 2993 16656687 0.6674075 0.0000025 0.3325925 0.9999975
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 49322 649 1597 16614160 0.9686365 0.0000391 0.0313635 0.9999609
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 16642 113 7795 16641178 0.6810165 0.0000068 0.3189835 0.9999932
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630759 13569 3344 16018056 0.9947264 0.0008464 0.0052736 0.9991536
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041746 8703 1745 15613534 0.9983277 0.0005571 0.0016723 0.9994429
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 45416 613 5001 16614698 0.9008073 0.0000369 0.0991927 0.9999631
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 93332 3687 1509 16567200 0.9840892 0.0002225 0.0159108 0.9997775
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51152 2214 2262 16610100 0.9576516 0.0001333 0.0423484 0.9998667
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43609 3491 491 16618137 0.9888662 0.0002100 0.0111338 0.9997900
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146136 703 227 16518662 0.9984491 0.0000426 0.0015509 0.9999574
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1287 16664441 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056849 4908 428 15603543 0.9995952 0.0003144 0.0004048 0.9996856
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145683 2293 1282 16516470 0.9912768 0.0001388 0.0087232 0.9998612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1385011 5826 1816 15273075 0.9986905 0.0003813 0.0013095 0.9996187
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 2 5254 16660453 0.0036033 0.0000001 0.9963967 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35299 1519 9752 16619158 0.7835342 0.0000914 0.2164658 0.9999086
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 473417 2353 3652 16186306 0.9923449 0.0001453 0.0076551 0.9998547
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 479209 3778 1185 16181556 0.9975333 0.0002334 0.0024667 0.9997666
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 96857 2524 2023 16564324 0.9795409 0.0001524 0.0204591 0.9998476
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 454633 3227 2017 16205851 0.9955831 0.0001991 0.0044169 0.9998009
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24193 29 5265 16636241 0.8212710 0.0000017 0.1787290 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1 /Granulocytes /Granulocytes 10043226 1600 5904 6621051 0.9994125 0.0002416 0.0005875 0.9997584
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 48220 825 5427 16617309 0.8988387 0.0000496 0.1011613 0.9999504
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50084 450 1078 16620169 0.9789297 0.0000271 0.0210703 0.9999729
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63691 1057 2275 16604758 0.9655125 0.0000637 0.0344875 0.9999363
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 102135 4317 687 16564642 0.9933186 0.0002605 0.0066814 0.9997395
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4595 142 2985 16664059 0.6062005 0.0000085 0.3937995 0.9999915
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8398 548 584 16662251 0.9349811 0.0000329 0.0650189 0.9999671
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47559 466 3337 16620419 0.9344349 0.0000280 0.0655651 0.9999720
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20993 326 3420 16647042 0.8599107 0.0000196 0.1400893 0.9999804
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630454 8085 3494 16029748 0.9944885 0.0005041 0.0055115 0.9994959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041612 10538 1578 15618053 0.9984873 0.0006743 0.0015127 0.9993257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 43086 258 7748 16620689 0.8475823 0.0000155 0.1524177 0.9999845
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 92868 1959 2125 16574829 0.9776299 0.0001182 0.0223701 0.9998818
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 142 0 2831 16668808 0.0477632 0.0000000 0.9522368 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 52767 3623 612 16614779 0.9885348 0.0002180 0.0114652 0.9997820
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43226 3400 900 16624255 0.9796039 0.0002045 0.0203961 0.9997955
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146172 832 254 16524523 0.9982653 0.0000503 0.0017347 0.9999497
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1291 16670490 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056943 5649 1133 15608056 0.9989292 0.0003618 0.0010708 0.9996382
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144901 2625 2269 16521986 0.9845825 0.0001589 0.0154175 0.9998411
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1386359 7136 911 15277375 0.9993433 0.0004669 0.0006567 0.9995331
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 757 18 4511 16666495 0.1436978 0.0000011 0.8563022 0.9999989
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 36059 1935 8955 16624832 0.8010619 0.0001164 0.1989381 0.9998836
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 472856 6285 4696 16187944 0.9901665 0.0003881 0.0098335 0.9996119
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 477306 4304 3183 16186988 0.9933755 0.0002658 0.0066245 0.9997342
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95123 740 3905 16572013 0.9605667 0.0000447 0.0394333 0.9999553
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 454377 2147 2364 16212893 0.9948242 0.0001324 0.0051758 0.9998676
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27542 420 1873 16641946 0.9363250 0.0000252 0.0636750 0.9999748
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1 /Granulocytes /Granulocytes 9667044 8 182 6361152 0.9999812 0.0000013 0.0000188 0.9999987
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50563 355 871 15976597 0.9830657 0.0000222 0.0169343 0.9999778
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48988 127 353 15978918 0.9928457 0.0000079 0.0071543 0.9999921
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63661 150 223 15964352 0.9965093 0.0000094 0.0034907 0.9999906
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98530 823 78 15928955 0.9992090 0.0000517 0.0007910 0.9999483
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6733 36 722 16020895 0.9031522 0.0000022 0.0968478 0.9999978
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8311 294 321 16019460 0.9628128 0.0000184 0.0371872 0.9999816
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48244 387 711 15979044 0.9854765 0.0000242 0.0145235 0.9999758
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 23177 53 517 16004639 0.9781801 0.0000033 0.0218199 0.9999967
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 608209 1048 231 15418898 0.9996203 0.0000680 0.0003797 0.9999320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 998802 3109 615 15025860 0.9993846 0.0002069 0.0006154 0.9997931
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46830 353 2835 15978368 0.9429175 0.0000221 0.0570825 0.9999779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 90609 241 712 15936824 0.9922033 0.0000151 0.0077967 0.9999849
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2764 2 77 16025543 0.9728969 0.0000001 0.0271031 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 50820 140 223 15977203 0.9956311 0.0000088 0.0043689 0.9999912
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41920 293 406 15985767 0.9904078 0.0000183 0.0095922 0.9999817
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140584 159 223 15887420 0.9984163 0.0000100 0.0015837 0.9999900
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 0 1252 16027133 0.0007981 0.0000000 0.9992019 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1015652 389 135 15012210 0.9998671 0.0000259 0.0001329 0.9999741
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140701 153 509 15887023 0.9963954 0.0000096 0.0036046 0.9999904
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333133 783 249 14694221 0.9998133 0.0000533 0.0001867 0.9999467
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4482 27 613 16023264 0.8796860 0.0000017 0.1203140 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42509 567 738 15984572 0.9829352 0.0000355 0.0170648 0.9999645
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 457566 793 1716 15568311 0.9962637 0.0000509 0.0037363 0.9999491
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 461020 692 330 15566344 0.9992847 0.0000445 0.0007153 0.9999555
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 94554 276 387 15933169 0.9959238 0.0000173 0.0040762 0.9999827
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 439017 371 228 15588770 0.9994809 0.0000238 0.0005191 0.9999762
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28238 42 267 15999839 0.9906332 0.0000026 0.0093668 0.9999974
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1 /Granulocytes /Granulocytes 9747909 13 259 6415775 0.9999734 0.0000020 0.0000266 0.9999980
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 50392 342 1472 16111750 0.9716181 0.0000212 0.0283819 0.9999788
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 49242 102 457 16114155 0.9908046 0.0000063 0.0091954 0.9999937
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 64181 171 411 16099193 0.9936370 0.0000106 0.0063630 0.9999894
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 99607 564 136 16063649 0.9986365 0.0000351 0.0013635 0.9999649
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6874 115 352 16156615 0.9512870 0.0000071 0.0487130 0.9999929
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8465 465 296 16154730 0.9662139 0.0000288 0.0337861 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48605 368 937 16114046 0.9810868 0.0000228 0.0189132 0.9999772
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 23347 71 433 16140105 0.9817914 0.0000044 0.0182086 0.9999956
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614619 1155 240 15547942 0.9996097 0.0000743 0.0003903 0.9999257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1012057 4268 850 15146781 0.9991608 0.0002817 0.0008392 0.9997183
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 44233 124 3794 16115805 0.9210028 0.0000077 0.0789972 0.9999923
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 90894 350 819 16071893 0.9910700 0.0000218 0.0089300 0.9999782
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2792 4 83 16161077 0.9711304 0.0000002 0.0288696 0.9999998
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51576 290 271 16111819 0.9947731 0.0000180 0.0052269 0.9999820
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42294 345 416 16120901 0.9902599 0.0000214 0.0097401 0.9999786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141256 207 194 16022299 0.9986285 0.0000129 0.0013715 0.9999871
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1255 16162701 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1022642 502 155 15140657 0.9998485 0.0000332 0.0001515 0.9999668
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 141837 286 491 16021342 0.9965502 0.0000179 0.0034498 0.9999821
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1344324 905 281 14818446 0.9997910 0.0000611 0.0002090 0.9999389
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4164 9 1011 16158772 0.8046377 0.0000006 0.1953623 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42823 469 1168 16119496 0.9734491 0.0000291 0.0265509 0.9999709
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461188 1310 682 15700776 0.9985234 0.0000834 0.0014766 0.9999166
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464602 852 345 15698157 0.9992580 0.0000543 0.0007420 0.9999457
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95333 257 456 16067910 0.9952395 0.0000160 0.0047605 0.9999840
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 442467 512 388 15720589 0.9991239 0.0000326 0.0008761 0.9999674
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28341 86 240 16135289 0.9916028 0.0000053 0.0083972 0.9999947
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1 /Granulocytes /Granulocytes 9715081 3 333 6398963 0.9999657 0.0000005 0.0000343 0.9999995
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 51397 370 693 16061920 0.9866961 0.0000230 0.0133039 0.9999770
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48900 98 205 16065177 0.9958253 0.0000061 0.0041747 0.9999939
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62819 185 148 16051228 0.9976496 0.0000115 0.0023504 0.9999885
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 99214 424 41 16014701 0.9995869 0.0000265 0.0004131 0.9999735
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6929 66 426 16106959 0.9420802 0.0000041 0.0579198 0.9999959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8440 228 220 16105492 0.9745958 0.0000142 0.0254042 0.9999858
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48284 308 724 16065064 0.9852269 0.0000192 0.0147731 0.9999808
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 22978 47 171 16091184 0.9926131 0.0000029 0.0073869 0.9999971
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611475 602 182 15502121 0.9997024 0.0000388 0.0002976 0.9999612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1006613 3710 507 15103550 0.9994966 0.0002456 0.0005034 0.9997544
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46526 219 3554 16064081 0.9290335 0.0000136 0.0709665 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 91687 265 620 16021808 0.9932833 0.0000165 0.0067167 0.9999835
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2805 6 66 16111503 0.9770115 0.0000004 0.0229885 0.9999996
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 51345 144 199 16062692 0.9961392 0.0000090 0.0038608 0.9999910
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42162 219 561 16071438 0.9868689 0.0000136 0.0131311 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141427 172 197 15972584 0.9986090 0.0000108 0.0013910 0.9999892
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1023940 296 162 15089982 0.9998418 0.0000196 0.0001582 0.9999804
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142142 156 449 15971633 0.9968511 0.0000098 0.0031489 0.9999902
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1339501 316 234 14774329 0.9998253 0.0000214 0.0001747 0.9999786
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4667 26 383 16109304 0.9241584 0.0000016 0.0758416 0.9999984
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 42422 368 804 16070786 0.9814001 0.0000229 0.0185999 0.9999771
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461316 908 719 15651437 0.9984438 0.0000580 0.0015562 0.9999420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464431 848 208 15648893 0.9995523 0.0000542 0.0004477 0.9999458
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 95604 298 379 16018099 0.9960514 0.0000186 0.0039486 0.9999814
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 440548 452 139 15673241 0.9996846 0.0000288 0.0003154 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 28015 92 144 16086129 0.9948862 0.0000057 0.0051138 0.9999943
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1 /Granulocytes /Granulocytes 9875157 435 69395 6264860 0.9930218 0.0000694 0.0069782 0.9999306
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 16811 415 20364 16172257 0.4522125 0.0000257 0.5477875 0.9999743
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50552 4554 529 16154212 0.9896439 0.0002818 0.0103561 0.9997182
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 46938 1664 5842 16155403 0.8893141 0.0001030 0.1106859 0.9998970
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 94217 15464 4892 16095274 0.9506402 0.0009599 0.0493598 0.9990401
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3767 839 394 16204847 0.9053112 0.0000518 0.0946888 0.9999482
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6555 3617 929 16198746 0.8758685 0.0002232 0.1241315 0.9997768
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 45297 7159 5510 16151881 0.8915504 0.0004430 0.1084496 0.9995570
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 3 296 24419 16185129 0.0001228 0.0000183 0.9998772 0.9999817
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 627391 28458 6419 15547579 0.9898724 0.0018270 0.0101276 0.9981730
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 993502 74542 41625 15100178 0.9597875 0.0049122 0.0402125 0.9950878
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 34609 37257 3631 16134350 0.9050471 0.0023039 0.0949529 0.9976961
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 32525 1717 6141 16169464 0.8411783 0.0001062 0.1588217 0.9998938
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 656 16209191 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49240 7369 769 16152469 0.9846228 0.0004560 0.0153772 0.9995440
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42976 7155 320 16159396 0.9926090 0.0004426 0.0073910 0.9995574
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146265 1533 16 16062033 0.9998906 0.0000954 0.0001094 0.9999046
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 77 51290 620 16157860 0.1104735 0.0031643 0.8895265 0.9968357
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 985309 10165 35323 15179050 0.9653911 0.0006692 0.0346089 0.9993308
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145293 8012 1184 16055358 0.9919168 0.0004988 0.0080832 0.9995012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1350976 57882 24047 14776942 0.9825116 0.0039018 0.0174884 0.9960982
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 5787 5210 16198831 0.0036336 0.0003571 0.9963664 0.9996429
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2328 377 42670 16164472 0.0517356 0.0000233 0.9482644 0.9999767
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 436490 603 7285 15765469 0.9835840 0.0000382 0.0164160 0.9999618
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 375124 2607 18343 15813773 0.9533811 0.0001648 0.0466189 0.9998352
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 42109 238 42124 16125376 0.4999110 0.0000148 0.5000890 0.9999852
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 398591 13347 10371 15787538 0.9746407 0.0008447 0.0253593 0.9991553
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 16570 44841 12128 16136308 0.5773922 0.0027712 0.4226078 0.9972288
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1 /Granulocytes /Granulocytes 9939057 1154 20020 6327632 0.9979898 0.0001823 0.0020102 0.9998177
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 9024 2106 20581 16256152 0.3048134 0.0001295 0.6951866 0.9998705
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 50114 3207 873 16233669 0.9828780 0.0001975 0.0171220 0.9998025
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63835 4433 1322 16218273 0.9797105 0.0002733 0.0202895 0.9997267
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 82019 9896 8420 16187528 0.9068986 0.0006110 0.0931014 0.9993890
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3080 3405 609 16280769 0.8349146 0.0002091 0.1650854 0.9997909
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 7962 1361 519 16278021 0.9388044 0.0000836 0.0611956 0.9999164
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 40664 2712 10072 16234415 0.8014822 0.0001670 0.1985178 0.9998330
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 283 455 23934 16263191 0.0116860 0.0000280 0.9883140 0.9999720
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 625212 30266 5380 15627005 0.9914683 0.0019330 0.0085317 0.9980670
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 933548 28149 51981 15274185 0.9472557 0.0018395 0.0527443 0.9981605
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 22184 36447 26517 16202715 0.4555143 0.0022444 0.5444857 0.9977556
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 40952 3421 10579 16232911 0.7947061 0.0002107 0.2052939 0.9997893
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2268 308 275 16285012 0.8918600 0.0000189 0.1081400 0.9999811
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 50062 12782 617 16224402 0.9878253 0.0007872 0.0121747 0.9992128
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42905 5351 363 16239244 0.9916104 0.0003294 0.0083896 0.9996706
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 144722 7564 90 16135487 0.9993785 0.0004686 0.0006215 0.9995314
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 243 30907 701 16256012 0.2574153 0.0018977 0.7425847 0.9981023
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1032213 16163 18773 15220714 0.9821377 0.0010608 0.0178623 0.9989392
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142417 3579 3047 16138820 0.9790532 0.0002217 0.0209468 0.9997783
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1348024 52887 28371 14858581 0.9793875 0.0035467 0.0206125 0.9964533
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 387 17092 4785 16265599 0.0748260 0.0010497 0.9251740 0.9989503
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1497 74 43195 16243097 0.0334959 0.0000046 0.9665041 0.9999954
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 456584 5071 6791 15819417 0.9853445 0.0003205 0.0146555 0.9996795
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 403683 3528 19927 15860725 0.9529591 0.0002224 0.0470409 0.9997776
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 72887 3829 14720 16196427 0.8319769 0.0002364 0.1680231 0.9997636
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 419584 32104 6320 15829855 0.9851610 0.0020240 0.0148390 0.9979760
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 3231 21959 20440 16242233 0.1364961 0.0013501 0.8635039 0.9986499
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1 /Granulocytes /Granulocytes 9580648 2239 22491 6069251 0.9976580 0.0003688 0.0023420 0.9996312
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 7370 42 27161 15640056 0.2134314 0.0000027 0.7865686 0.9999973
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 47906 3521 1339 15621863 0.9728094 0.0002253 0.0271906 0.9997747
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 59574 4459 3593 15607003 0.9431190 0.0002856 0.0568810 0.9997144
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 88982 15773 8615 15561259 0.9117288 0.0010126 0.0882712 0.9989874
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4158 4819 864 15664788 0.8279570 0.0003075 0.1720430 0.9996925
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6070 986 1178 15666395 0.8374724 0.0000629 0.1625276 0.9999371
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 45750 18578 3186 15607115 0.9348946 0.0011889 0.0651054 0.9988111
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 7102 1683 10632 15655212 0.4004737 0.0001075 0.5995263 0.9998925
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589732 20395 4086 15060416 0.9931191 0.0013524 0.0068809 0.9986476
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 952591 18017 35284 14668737 0.9642829 0.0012268 0.0357171 0.9987732
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 37909 32981 6791 15596948 0.8480761 0.0021101 0.1519239 0.9978899
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 44984 6650 6434 15616561 0.8748687 0.0004256 0.1251313 0.9995744
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2260 96 217 15672056 0.9123940 0.0000061 0.0876060 0.9999939
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 43504 7768 359 15622998 0.9918154 0.0004970 0.0081846 0.9995030
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41175 5299 393 15627762 0.9905456 0.0003390 0.0094544 0.9996610
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140346 1545 67 15532671 0.9995228 0.0000995 0.0004772 0.9999005
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 276 29758 654 15643941 0.2967742 0.0018986 0.7032258 0.9981014
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 988016 13581 22114 14650918 0.9781078 0.0009261 0.0218922 0.9990739
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139646 10462 1115 15523406 0.9920788 0.0006735 0.0079212 0.9993265
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1286848 39954 16528 14331299 0.9873191 0.0027801 0.0126809 0.9972199
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 8 2165 5038 15667418 0.0015854 0.0001382 0.9984146 0.9998618
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1841 219 40710 15631859 0.0432657 0.0000140 0.9567343 0.9999860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 436464 1841 7604 15228720 0.9828765 0.0001209 0.0171235 0.9998791
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 385601 2926 11159 15274943 0.9718747 0.0001915 0.0281253 0.9998085
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 66501 269 8552 15599307 0.8860539 0.0000172 0.1139461 0.9999828
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 383169 16519 15738 15259203 0.9605472 0.0010814 0.0394528 0.9989186
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 7623 10906 16673 15639427 0.3137554 0.0006969 0.6862446 0.9993031
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1 /Granulocytes /Granulocytes 9649540 1586 10647 6072719 0.9988978 0.0002611 0.0011022 0.9997389
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 11429 67 27262 15695734 0.2953917 0.0000043 0.7046083 0.9999957
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48478 3100 1093 15681821 0.9779508 0.0001976 0.0220492 0.9998024
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 61255 4582 2588 15666067 0.9594631 0.0002924 0.0405369 0.9997076
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87571 11757 7796 15627368 0.9182526 0.0007518 0.0817474 0.9992482
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 3756 1487 1542 15727707 0.7089468 0.0000945 0.2910532 0.9999055
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6235 1100 1094 15726063 0.8507300 0.0000699 0.1492700 0.9999301
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 43196 3161 6267 15681868 0.8732992 0.0002015 0.1267008 0.9997985
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 7225 1814 10786 15714667 0.4011437 0.0001154 0.5988563 0.9998846
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 596247 20742 4847 15112656 0.9919364 0.0013706 0.0080636 0.9986294
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 948011 59714 26994 14699773 0.9723140 0.0040458 0.0276860 0.9959542
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 17777 20167 25979 15670569 0.4062757 0.0012853 0.5937243 0.9987147
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 34235 11340 8883 15680034 0.7939840 0.0007227 0.2060160 0.9992773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 1531 6109 222 15726630 0.8733600 0.0003883 0.1266400 0.9996117
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46928 6758 614 15680192 0.9870851 0.0004308 0.0129149 0.9995692
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41517 6276 353 15686346 0.9915691 0.0003999 0.0084309 0.9996001
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141002 1638 52 15591800 0.9996313 0.0001050 0.0003687 0.9998950
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 46 10598 667 15723181 0.0645161 0.0006736 0.9354839 0.9993264
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 985547 11045 24484 14713416 0.9757592 0.0007501 0.0242408 0.9992499
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140587 8151 1057 15584697 0.9925376 0.0005227 0.0074624 0.9994773
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1305228 47802 22521 14358941 0.9830382 0.0033180 0.0169618 0.9966820
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 7 3527 5115 15725843 0.0013667 0.0002242 0.9986333 0.9997758
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2305 466 40285 15691436 0.0541207 0.0000297 0.9458793 0.9999703
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 432774 968 9403 15291347 0.9787348 0.0000633 0.0212652 0.9999367
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 370605 1171 8595 15354121 0.9773339 0.0000763 0.0226661 0.9999237
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 61991 494 21802 15650205 0.7398112 0.0000316 0.2601888 0.9999684
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 387262 12912 3558 15330760 0.9908961 0.0008415 0.0091039 0.9991585
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17004 21403 10697 15685388 0.6138407 0.0013627 0.3861593 0.9986373
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1 /Granulocytes /Granulocytes 9398674 200 65170 6072753 0.9931138 0.0000329 0.0068862 0.9999671
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 18849 2601 19107 15496240 0.4966013 0.0001678 0.5033987 0.9998322
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48126 5724 870 15482077 0.9822434 0.0003696 0.0177566 0.9996304
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60230 4938 2009 15469620 0.9677212 0.0003191 0.0322788 0.9996809
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87349 10233 9677 15429538 0.9002638 0.0006628 0.0997362 0.9993372
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4291 10091 372 15522043 0.9202230 0.0006497 0.0797770 0.9993503
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 5334 1359 1896 15528208 0.7377593 0.0000875 0.2622407 0.9999125
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 36300 6442 12601 15481454 0.7423161 0.0004159 0.2576839 0.9995841
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 5923 1771 9916 15519187 0.3739504 0.0001141 0.6260496 0.9998859
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 590956 19241 5003 14921597 0.9916051 0.0012878 0.0083949 0.9987122
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 778615 27744 132077 14598361 0.8549707 0.0018969 0.1450293 0.9981031
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 33385 129892 14370 15359150 0.6990891 0.0083861 0.3009109 0.9916139
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 43613 6195 7189 15479800 0.8584898 0.0004000 0.1415102 0.9996000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2016 327 226 15534228 0.8991971 0.0000210 0.1008029 0.9999790
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46082 12685 445 15477585 0.9904357 0.0008189 0.0095643 0.9991811
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41576 6244 151 15488826 0.9963812 0.0004030 0.0036188 0.9995970
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141112 1521 59 15394105 0.9995821 0.0000988 0.0004179 0.9999012
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 96 16575 725 15519401 0.1169306 0.0010669 0.8830694 0.9989331
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 999066 15716 16599 14505416 0.9836570 0.0010823 0.0163430 0.9989177
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 138338 5988 2970 15389501 0.9789821 0.0003889 0.0210179 0.9996111
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1291733 45400 11052 14188612 0.9915166 0.0031895 0.0084834 0.9968105
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 910 9804 3813 15522270 0.1926741 0.0006312 0.8073259 0.9993688
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 953 933 41590 15493321 0.0224009 0.0000602 0.9775991 0.9999398
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 441432 5509 6533 15083323 0.9854163 0.0003651 0.0145837 0.9996349
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 391862 3821 44668 15096446 0.8976748 0.0002530 0.1023252 0.9997470
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 70146 2189 14821 15449641 0.8255676 0.0001417 0.1744324 0.9998583
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402996 38503 13881 15081417 0.9667024 0.0025465 0.0332976 0.9974535
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17697 38730 1347 15479023 0.9292691 0.0024959 0.0707309 0.9975041
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 10039789 7923 5591 6612425 0.9994434 0.0011968 0.0005566 0.9988032
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 49104 8594 4430 16603600 0.9172489 0.0005173 0.0827511 0.9994827
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 49764 19583 1458 16594923 0.9715357 0.0011787 0.0284643 0.9988213
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62869 1541 3164 16598154 0.9520846 0.0000928 0.0479154 0.9999072
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 78388 2488 24419 16560433 0.7624773 0.0001502 0.2375227 0.9998498
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4166 2903 3393 16655266 0.5511311 0.0001743 0.4488689 0.9998257
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 7119 452 1880 16656277 0.7910879 0.0000271 0.2089121 0.9999729
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48029 604 2890 16614205 0.9432432 0.0000364 0.0567568 0.9999636
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 10899 637 13538 16640654 0.4460040 0.0000383 0.5539960 0.9999617
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 627071 17168 7032 16014457 0.9889103 0.0010709 0.0110897 0.9989291
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1037286 26710 6205 15595527 0.9940536 0.0017097 0.0059464 0.9982903
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 38382 5370 12035 16609941 0.7612908 0.0003232 0.2387092 0.9996768
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 91760 15702 3081 16555185 0.9675140 0.0009476 0.0324860 0.9990524
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 38423 811 14991 16611503 0.7193432 0.0000488 0.2806568 0.9999512
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43540 3718 560 16617910 0.9873016 0.0002237 0.0126984 0.9997763
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146098 539 265 16518826 0.9981894 0.0000326 0.0018106 0.9999674
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 6 163 1281 16664278 0.0046620 0.0000098 0.9953380 0.9999902
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1018901 8516 38376 15599935 0.9637030 0.0005456 0.0362970 0.9994544
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 145760 13854 1205 16504909 0.9918008 0.0008387 0.0081992 0.9991613
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1375713 30031 11114 15248870 0.9919860 0.0019655 0.0080140 0.9980345
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 2242 872 3031 16659583 0.4251849 0.0000523 0.5748151 0.9999477
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 32393 807 12658 16619870 0.7190295 0.0000486 0.2809705 0.9999514
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 468704 10071 8365 16178588 0.9824658 0.0006221 0.0175342 0.9993779
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 462886 9966 17508 16175368 0.9635549 0.0006157 0.0364451 0.9993843
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 89396 5432 9484 16561416 0.9040858 0.0003279 0.0959142 0.9996721
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 448763 16922 7887 16192156 0.9827286 0.0010440 0.0172714 0.9989560
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27207 9693 2251 16626577 0.9235861 0.0005826 0.0764139 0.9994174
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 10040097 8538 9033 6614113 0.9991011 0.0012892 0.0008989 0.9987108
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 39278 1405 14369 16616729 0.7321565 0.0000845 0.2678435 0.9999155
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48612 6804 2550 16613815 0.9501583 0.0004094 0.0498417 0.9995906
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63779 1542 2187 16604273 0.9668466 0.0000929 0.0331534 0.9999071
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 99385 13390 3437 16555569 0.9665733 0.0008081 0.0334267 0.9991919
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 2494 527 5086 16663674 0.3290237 0.0000316 0.6709763 0.9999684
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8483 1404 499 16661395 0.9444444 0.0000843 0.0555556 0.9999157
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 49723 5082 1173 16615803 0.9769530 0.0003058 0.0230470 0.9996942
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 15224 2314 9189 16645054 0.6236022 0.0001390 0.3763978 0.9998610
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 628815 12219 5133 16025614 0.9919031 0.0007619 0.0080969 0.9992381
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1035390 43754 7800 15584837 0.9925229 0.0027996 0.0074771 0.9972004
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 8788 2068 42046 16618879 0.1728764 0.0001244 0.8271236 0.9998756
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 82770 3346 12223 16573442 0.8713274 0.0002018 0.1286726 0.9997982
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2426 945 547 16667863 0.8160108 0.0000567 0.1839892 0.9999433
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 52085 13918 1294 16604484 0.9757583 0.0008375 0.0242417 0.9991625
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42143 1064 1983 16626591 0.9550605 0.0000640 0.0449395 0.9999360
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146214 2110 212 16523245 0.9985522 0.0001277 0.0014478 0.9998723
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 13 150 1278 16670340 0.0100697 0.0000090 0.9899303 0.9999910
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1016056 9682 42020 15604023 0.9602864 0.0006201 0.0397136 0.9993799
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 142377 3715 4793 16520896 0.9674322 0.0002248 0.0325678 0.9997752
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1378458 40927 8812 15243584 0.9936480 0.0026777 0.0063520 0.9973223
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4426 2193 842 16664320 0.8401670 0.0001316 0.1598330 0.9998684
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 40880 6305 4134 16620462 0.9081619 0.0003792 0.0918381 0.9996208
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 468821 17454 8731 16176775 0.9817172 0.0010778 0.0182828 0.9989222
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 447175 6684 33314 16184608 0.9306665 0.0004128 0.0693335 0.9995872
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 82871 1839 16157 16570914 0.8368441 0.0001110 0.1631559 0.9998890
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 449693 26660 7048 16188380 0.9845689 0.0016442 0.0154311 0.9983558
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27065 12201 2350 16630165 0.9201088 0.0007331 0.0798912 0.9992669
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 9663984 5652 3242 6355508 0.9996646 0.0008885 0.0003354 0.9991115
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 48520 3878 2914 15973074 0.9433449 0.0002427 0.0566551 0.9997573
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 47499 1454 1842 15977591 0.9626680 0.0000910 0.0373320 0.9999090
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63514 910 370 15963592 0.9942083 0.0000570 0.0057917 0.9999430
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 94881 5008 3727 15924770 0.9622039 0.0003144 0.0377961 0.9996856
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4229 932 3226 16019999 0.5672703 0.0000582 0.4327297 0.9999418
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8150 1232 482 16018522 0.9441613 0.0000769 0.0558387 0.9999231
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47704 682 1251 15978749 0.9744459 0.0000427 0.0255541 0.9999573
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19355 2449 4339 16002243 0.8168735 0.0001530 0.1831265 0.9998470
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 604586 6847 3854 15413099 0.9936658 0.0004440 0.0063342 0.9995560
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 996635 14720 2782 15014249 0.9972164 0.0009794 0.0027836 0.9990206
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 34042 537 15623 15978184 0.6854324 0.0000336 0.3145676 0.9999664
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 87285 3334 4036 15933731 0.9558043 0.0002092 0.0441957 0.9997908
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2650 127 191 16025418 0.9327702 0.0000079 0.0672298 0.9999921
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49693 2562 1350 15974781 0.9735517 0.0001604 0.0264483 0.9998396
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41543 445 783 15985615 0.9815007 0.0000278 0.0184993 0.9999722
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140546 258 261 15887321 0.9981464 0.0000162 0.0018536 0.9999838
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 33 1252 16027100 0.0007981 0.0000021 0.9992019 0.9999979
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1007641 17222 8146 14995377 0.9919806 0.0011472 0.0080194 0.9988528
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140441 6196 769 15880980 0.9945542 0.0003900 0.0054458 0.9996100
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1317389 7183 15993 14687821 0.9880057 0.0004888 0.0119943 0.9995112
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4278 707 817 16022584 0.8396467 0.0000441 0.1603533 0.9999559
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 38064 1457 5183 15983682 0.8801535 0.0000911 0.1198465 0.9999089
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 454364 15884 4918 15553220 0.9892920 0.0010202 0.0107080 0.9989798
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 444760 5381 16590 15561655 0.9640403 0.0003457 0.0359597 0.9996543
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 93147 6774 1794 15926671 0.9811041 0.0004251 0.0188959 0.9995749
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 431569 4869 7676 15584272 0.9825246 0.0003123 0.0174754 0.9996877
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24142 1041 4363 15998840 0.8469391 0.0000651 0.1530609 0.9999349
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 9745332 7586 2836 6408202 0.9997091 0.0011824 0.0002909 0.9988176
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 49157 5600 2707 16106492 0.9478058 0.0003476 0.0521942 0.9996524
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48160 1472 1539 16112785 0.9690336 0.0000913 0.0309664 0.9999087
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63875 436 717 16098928 0.9888996 0.0000271 0.0111004 0.9999729
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 91914 1819 7829 16062394 0.9215083 0.0001132 0.0784917 0.9998868
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6425 3582 801 16153148 0.8891503 0.0002217 0.1108497 0.9997783
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8540 1253 221 16153942 0.9747746 0.0000776 0.0252254 0.9999224
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 48205 752 1337 16113662 0.9730128 0.0000467 0.0269872 0.9999533
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 18934 1906 4846 16138270 0.7962153 0.0001181 0.2037847 0.9998819
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611985 7891 2874 15541206 0.9953258 0.0005075 0.0046742 0.9994925
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1001870 5206 11037 15145843 0.9891036 0.0003436 0.0108964 0.9996564
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 45100 12665 2927 16103264 0.9390551 0.0007859 0.0609449 0.9992141
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 86053 2650 5660 16069593 0.9382857 0.0001649 0.0617143 0.9998351
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2775 243 100 16160838 0.9652174 0.0000150 0.0347826 0.9999850
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49172 1127 2675 16110982 0.9484059 0.0000699 0.0515941 0.9999301
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41343 500 1367 16120746 0.9679934 0.0000310 0.0320066 0.9999690
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141188 366 262 16022140 0.9981478 0.0000228 0.0018522 0.9999772
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 1 1255 16162700 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1010405 9395 12392 15131764 0.9878842 0.0006205 0.0121158 0.9993795
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 140764 2956 1564 16018672 0.9890113 0.0001845 0.0109887 0.9998155
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333065 9593 11540 14809758 0.9914176 0.0006473 0.0085824 0.9993527
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3367 112 1808 16158669 0.6506280 0.0000069 0.3493720 0.9999931
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 38616 3683 5375 16116282 0.8778159 0.0002285 0.1221841 0.9997715
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 452558 5372 9312 15696714 0.9798385 0.0003421 0.0201615 0.9996579
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 461696 23515 3251 15675494 0.9930078 0.0014979 0.0069922 0.9985021
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 92830 4988 2959 16063179 0.9691092 0.0003104 0.0308908 0.9996896
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 425956 3359 16899 15717742 0.9618408 0.0002137 0.0381592 0.9997863
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24646 1997 3935 16133378 0.8623211 0.0001238 0.1376789 0.9998762
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 9712653 5283 2761 6393683 0.9997158 0.0008256 0.0002842 0.9991744
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 49940 11514 2150 16050776 0.9587253 0.0007168 0.0412747 0.9992832
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 48103 4013 1002 16061262 0.9795947 0.0002498 0.0204053 0.9997502
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62675 1205 292 16050208 0.9953627 0.0000751 0.0046373 0.9999249
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 84949 1877 14306 16013248 0.8558662 0.0001172 0.1441338 0.9998828
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4962 1785 2393 16105240 0.6746431 0.0001108 0.3253569 0.9998892
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 7821 457 839 16105263 0.9031178 0.0000284 0.0968822 0.9999716
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 47908 798 1100 16064574 0.9775547 0.0000497 0.0224453 0.9999503
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19366 1616 3783 16089615 0.8365804 0.0001004 0.1634196 0.9998996
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 607899 5338 3758 15497385 0.9938560 0.0003443 0.0061440 0.9996557
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1005462 29473 1658 15077787 0.9983537 0.0019509 0.0016463 0.9980491
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 24431 1566 25649 16062734 0.4878395 0.0000975 0.5121605 0.9999025
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 86907 3087 5400 16018986 0.9414996 0.0001927 0.0585004 0.9998073
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2346 12 525 16111497 0.8171369 0.0000007 0.1828631 0.9999993
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 49638 2429 1906 16060407 0.9630219 0.0001512 0.0369781 0.9998488
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41525 372 1198 16071285 0.9719589 0.0000231 0.0280411 0.9999769
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140663 92 961 15972664 0.9932144 0.0000058 0.0067856 0.9999942
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 3 1243 16113133 0.0008039 0.0000002 0.9991961 0.9999998
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1003869 8643 20233 15081635 0.9802432 0.0005728 0.0197568 0.9994272
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 141091 8104 1500 15963685 0.9894804 0.0005074 0.0105196 0.9994926
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1332414 16361 7321 14758284 0.9945355 0.0011074 0.0054645 0.9988926
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4727 1550 323 16107780 0.9360396 0.0000962 0.0639604 0.9999038
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 39977 3337 3249 16067817 0.9248369 0.0002076 0.0751631 0.9997924
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 456330 13726 5705 15638619 0.9876525 0.0008769 0.0123475 0.9991231
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 435866 1794 28773 15647947 0.9380745 0.0001146 0.0619255 0.9998854
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 85201 10897 10782 16007500 0.8876676 0.0006803 0.1123324 0.9993197
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 428464 9088 12223 15664605 0.9722638 0.0005798 0.0277362 0.9994202
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27631 17141 528 16069080 0.9812493 0.0010656 0.0187507 0.9989344
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1 /Granulocytes /Granulocytes 9715363 6316 298597 6441976 0.9701819 0.0009795 0.0298181 0.9990205
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 22111 13448 28908 16397785 0.4333876 0.0008194 0.5666124 0.9991806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44229 25610 5940 16386473 0.8816002 0.0015604 0.1183998 0.9984396
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 61031 30255 4308 16366658 0.9340669 0.0018452 0.0659331 0.9981548
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 92616 29911 7658 16332067 0.9236293 0.0018281 0.0763707 0.9981719
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5655 8184 1492 16446921 0.7912411 0.0004974 0.2087589 0.9995026
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8762 4146 208 16449136 0.9768116 0.0002520 0.0231884 0.9997480
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 26607 6480 22442 16406723 0.5424575 0.0003948 0.4575425 0.9996052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20667 12938 3565 16425082 0.8528805 0.0007871 0.1471195 0.9992129
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614243 44406 18579 15785024 0.9706410 0.0028053 0.0293590 0.9971947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 930663 89941 67985 15373663 0.9319230 0.0058163 0.0680770 0.9941837
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 32047 41401 13571 16375233 0.7025078 0.0025219 0.2974922 0.9974781
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 85311 50181 8205 16318555 0.9122610 0.0030657 0.0877390 0.9969343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2963 16459289 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48511 24789 4359 16384593 0.9175525 0.0015107 0.0824475 0.9984893
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43556 12949 528 16405219 0.9880229 0.0007887 0.0119771 0.9992113
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146195 29084 160 16286813 0.9989068 0.0017826 0.0010932 0.9982174
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 89 5719 1096 16455348 0.0751055 0.0003474 0.9248945 0.9996526
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 992637 51593 40419 15377603 0.9608743 0.0033439 0.0391257 0.9966561
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144331 27544 2230 16288147 0.9847845 0.0016882 0.0152155 0.9983118
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1270732 21084 75619 15094817 0.9438341 0.0013948 0.0561659 0.9986052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1185 1761 3886 16455420 0.2336817 0.0001070 0.7663183 0.9998930
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35488 6600 7982 16412182 0.8163791 0.0004020 0.1836209 0.9995980
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 459269 34403 14862 15953718 0.9686542 0.0021518 0.0313458 0.9978482
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 393636 33946 66712 15967958 0.8550835 0.0021214 0.1449165 0.9978786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 72853 23549 15167 16350683 0.8276869 0.0014382 0.1723131 0.9985618
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 424758 77033 23754 15936707 0.9470382 0.0048104 0.0529618 0.9951896
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27054 23314 1458 16410426 0.9488636 0.0014187 0.0511364 0.9985813
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1 /Granulocytes /Granulocytes 9957150 7043 81373 6478775 0.9918939 0.0010859 0.0081061 0.9989141
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 31223 8213 20065 16464840 0.6087779 0.0004986 0.3912221 0.9995014
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44836 14117 5243 16460145 0.8953054 0.0008569 0.1046946 0.9991431
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 63336 11004 2266 16447735 0.9654584 0.0006686 0.0345416 0.9993314
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 86297 16041 12326 16409677 0.8750190 0.0009766 0.1249810 0.9990234
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 5511 5126 1603 16512101 0.7746697 0.0003103 0.2253303 0.9996897
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8779 3489 183 16511890 0.9795805 0.0002113 0.0204195 0.9997887
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 32064 2608 17139 16472530 0.6516676 0.0001583 0.3483324 0.9998417
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 20138 13522 4115 16486566 0.8303303 0.0008195 0.1696697 0.9991805
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611186 17143 20969 15875043 0.9668293 0.0010787 0.0331707 0.9989213
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 967396 82707 58565 15415673 0.9429169 0.0053365 0.0570831 0.9946635
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 77085 16724 15404 16415128 0.8334505 0.0010178 0.1665495 0.9989822
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2902 1197 65 16520177 0.9780923 0.0000725 0.0219077 0.9999275
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48640 16768 4152 16454781 0.9213517 0.0010180 0.0786483 0.9989820
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 43400 11711 691 16468539 0.9843279 0.0007106 0.0156721 0.9992894
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146242 23864 178 16354057 0.9987843 0.0014571 0.0012157 0.9985429
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 133 3554 1050 16519604 0.1124260 0.0002151 0.8875740 0.9997849
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1003277 53688 34802 15432574 0.9664746 0.0034668 0.0335254 0.9965332
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 144121 19986 2561 16357673 0.9825405 0.0012203 0.0174595 0.9987797
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1270455 16759 76853 15160274 0.9429581 0.0011042 0.0570419 0.9988958
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1677 1630 3422 16517612 0.3288880 0.0000987 0.6711120 0.9999013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 34922 2155 8243 16479021 0.8090351 0.0001308 0.1909649 0.9998692
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 458761 31778 15803 16017999 0.9667000 0.0019800 0.0333000 0.9980200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 418672 13858 45804 16046007 0.9013856 0.0008629 0.0986144 0.9991371
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 84169 11770 7069 16421333 0.9225213 0.0007162 0.0774787 0.9992838
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 423746 19767 23939 16056889 0.9465271 0.0012295 0.0534729 0.9987705
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23065 12776 2666 16485834 0.8963896 0.0007744 0.1036104 0.9992256
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1 /Granulocytes /Granulocytes 9548455 6601 105344 6212150 0.9890878 0.0010615 0.0109122 0.9989385
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 25691 6157 23359 15817343 0.5237717 0.0003891 0.4762283 0.9996109
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 44622 16354 3993 15807581 0.9178649 0.0010335 0.0821351 0.9989665
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60953 17244 2532 15791821 0.9601166 0.0010908 0.0398834 0.9989092
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 85789 18396 9673 15758692 0.8986717 0.0011660 0.1013283 0.9988340
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6420 6432 823 15858875 0.8863730 0.0004054 0.1136270 0.9995946
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8358 3228 248 15860716 0.9711829 0.0002035 0.0288171 0.9997965
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 29938 3283 17309 15822020 0.6336487 0.0002075 0.3663513 0.9997925
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19533 11992 4026 15836999 0.8291099 0.0007566 0.1708901 0.9992434
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589088 18376 18067 15247019 0.9702432 0.0012038 0.0297568 0.9987962
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 945427 56914 33557 14836652 0.9657226 0.0038214 0.0342774 0.9961786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 18647 21831 22504 15809568 0.4531360 0.0013790 0.5468640 0.9986210
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 77104 22759 12245 15760442 0.8629531 0.0014420 0.1370469 0.9985580
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2621 785 197 15868947 0.9300923 0.0000495 0.0699077 0.9999505
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46537 16237 3969 15805807 0.9214153 0.0010262 0.0785847 0.9989738
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 41730 11593 565 15818662 0.9866414 0.0007323 0.0133586 0.9992677
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140629 25418 172 15706331 0.9987784 0.0016157 0.0012216 0.9983843
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 249 6657 910 15864734 0.2148404 0.0004194 0.7851596 0.9995806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 956302 55352 38354 14822542 0.9614399 0.0037204 0.0385601 0.9962796
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 138378 23279 2289 15708604 0.9837275 0.0014797 0.0162725 0.9985203
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1217467 16866 76839 14561378 0.9406330 0.0011569 0.0593670 0.9988431
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1566 1204 3286 15866494 0.3227535 0.0000759 0.6772465 0.9999241
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 32917 2005 8441 15829187 0.7959041 0.0001266 0.2040959 0.9998734
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 443189 36903 13699 15378759 0.9700167 0.0023939 0.0299833 0.9976061
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 393207 18473 52366 15408504 0.8824749 0.0011974 0.1175251 0.9988026
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 83557 15768 3593 15769632 0.9587722 0.0009989 0.0412278 0.9990011
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402475 30059 28016 15412000 0.9349208 0.0019466 0.0650792 0.9980534
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 23821 10575 1504 15836650 0.9406120 0.0006673 0.0593880 0.9993327
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1 /Granulocytes /Granulocytes 9564167 6634 164114 6247318 0.9831302 0.0010608 0.0168698 0.9989392
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 28382 11030 21383 15921438 0.5703205 0.0006923 0.4296795 0.9993077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 43906 14327 4796 15919204 0.9015236 0.0008992 0.0984764 0.9991008
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 62072 27455 2173 15890533 0.9661764 0.0017248 0.0338236 0.9982752
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 88154 18523 8299 15867257 0.9139581 0.0011660 0.0860419 0.9988340
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6055 5325 893 15969960 0.8714738 0.0003333 0.1285262 0.9996667
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8539 3634 207 15969853 0.9763320 0.0002275 0.0236680 0.9997725
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 30721 4623 17340 15929549 0.6392085 0.0002901 0.3607915 0.9997099
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19777 12005 3848 15946603 0.8371217 0.0007523 0.1628783 0.9992477
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 594759 21456 18582 15347436 0.9697036 0.0013961 0.0302964 0.9986039
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922495 57807 49056 14952875 0.9495075 0.0038511 0.0504925 0.9961489
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 29160 28703 12933 15911437 0.6927518 0.0018007 0.3072482 0.9981993
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 80641 35403 9643 15856546 0.8931926 0.0022277 0.1068074 0.9977723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2722 986 142 15978383 0.9504190 0.0000617 0.0495810 0.9999383
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 46314 18493 4998 15912428 0.9025959 0.0011608 0.0974041 0.9988392
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42139 12173 544 15927377 0.9872549 0.0007637 0.0127451 0.9992363
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141280 27113 159 15813681 0.9988758 0.0017116 0.0011242 0.9982884
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 154 4728 1004 15976347 0.1329879 0.0002958 0.8670121 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969377 55512 33911 14923433 0.9662001 0.0037060 0.0337999 0.9962940
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139421 21168 2285 15819359 0.9838751 0.0013363 0.0161249 0.9986637
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1228309 16045 75682 14662197 0.9419613 0.0010931 0.0580387 0.9989069
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1489 1149 3423 15976172 0.3031352 0.0000719 0.6968648 0.9999281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 35106 4182 7375 15935570 0.8263930 0.0002624 0.1736070 0.9997376
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 445766 30001 13517 15492949 0.9705693 0.0019327 0.0294307 0.9980673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 398961 21603 49254 15512415 0.8901108 0.0013907 0.1098892 0.9986093
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 83298 17464 4010 15877461 0.9540706 0.0010987 0.0459294 0.9989013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 407755 41035 25896 15507547 0.9402838 0.0026391 0.0597162 0.9973609
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24386 10162 1461 15946224 0.9434751 0.0006369 0.0565249 0.9993631
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1 /Granulocytes /Granulocytes 9608228 6560 93816 6248281 0.9903303 0.0010488 0.0096697 0.9989512
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 30484 7402 19297 15899702 0.6123621 0.0004653 0.3876379 0.9995347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 43244 10852 4740 15898049 0.9012171 0.0006821 0.0987829 0.9993179
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 60823 17982 1846 15876234 0.9705436 0.0011314 0.0294564 0.9988686
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 87121 15407 8474 15845883 0.9113552 0.0009714 0.0886448 0.9990286
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6031 3802 977 15946075 0.8605879 0.0002384 0.1394121 0.9997616
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8429 3067 210 15945179 0.9756916 0.0001923 0.0243084 0.9998077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 31594 2697 15823 15906771 0.6663011 0.0001695 0.3336989 0.9998305
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19595 13226 3298 15920766 0.8559385 0.0008300 0.1440615 0.9991700
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589694 15993 19855 15331343 0.9674267 0.0010421 0.0325733 0.9989579
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 944162 67369 42125 14903229 0.9572893 0.0045001 0.0427107 0.9954999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 74872 17042 14836 15850135 0.8346190 0.0010740 0.1653810 0.9989260
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2647 660 196 15953382 0.9310587 0.0000414 0.0689413 0.9999586
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 48323 18769 2765 15887028 0.9458777 0.0011800 0.0541223 0.9988200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 42002 11291 681 15902911 0.9840452 0.0007095 0.0159548 0.9992905
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141433 23201 184 15792067 0.9987007 0.0014670 0.0012993 0.9985330
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 217 7749 906 15948013 0.1932324 0.0004857 0.8067676 0.9995143
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969419 48371 33617 14905478 0.9664848 0.0032347 0.0335152 0.9967653
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 139202 18113 2514 15797056 0.9822603 0.0011453 0.0177397 0.9988547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1234576 17677 68039 14636593 0.9477674 0.0012063 0.0522326 0.9987937
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1770 1467 2869 15950779 0.3815477 0.0000920 0.6184523 0.9999080
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 34383 2285 7079 15913138 0.8292654 0.0001436 0.1707346 0.9998564
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 442914 30952 15925 15467094 0.9652928 0.0019972 0.0347072 0.9980028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 403596 15587 44389 15493313 0.9009141 0.0010050 0.0990859 0.9989950
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 80289 10186 6065 15860345 0.9297658 0.0006418 0.0702342 0.9993582
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 406107 20111 25528 15505139 0.9408574 0.0012954 0.0591426 0.9987046
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24273 12634 1345 15918633 0.9474979 0.0007930 0.0525021 0.9992070
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1 /Granulocytes /Granulocytes 358375 235926 9687005 6384422 0.0356756 0.0356365 0.9643244 0.9643635
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1941 592363 51593 16019831 0.0362573 0.0356583 0.9637427 0.9643417
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1826 587636 49396 16026870 0.0356487 0.0353689 0.9643513 0.9646311
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2350 592502 63683 16007193 0.0355883 0.0356935 0.9644117 0.9643065
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3626 594534 99181 15968387 0.0352700 0.0358955 0.9647300 0.9641045
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 304 593393 8695 16063336 0.0337815 0.0356248 0.9662185 0.9643752
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1812 588213 49107 16026596 0.0355859 0.0354029 0.9644141 0.9645971
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 848 598444 23589 16042847 0.0347015 0.0359614 0.9652985 0.9640386
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 22648 570639 611455 15460986 0.0357166 0.0355946 0.9642834 0.9644054
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 37216 562997 1006275 15059240 0.0356649 0.0360382 0.9643351 0.9639618
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1820 593141 48597 16022170 0.0360989 0.0356985 0.9639011 0.9643015
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3358 595366 91483 15975521 0.0354066 0.0359284 0.9645934 0.9640716
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1905 593214 51509 16019100 0.0356648 0.0357093 0.9643352 0.9642907
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1547 589831 42553 16031797 0.0350794 0.0354858 0.9649206 0.9645142
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 5225 590313 141138 15929052 0.0356989 0.0357346 0.9643011 0.9642654
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 42 592661 1245 16071780 0.0326340 0.0355644 0.9673660 0.9644356
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 38174 561510 1019103 15046941 0.0361060 0.0359747 0.9638940 0.9640253
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 5265 586604 141700 15932159 0.0358249 0.0355114 0.9641751 0.9644886
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 49493 548360 1337334 14730541 0.0356879 0.0358900 0.9643121 0.9641100
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 169 591189 5104 16069266 0.0320501 0.0354846 0.9679499 0.9645154
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1673 594397 43378 16026280 0.0371357 0.0357625 0.9628643 0.9642375
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 17155 581640 459914 15607019 0.0359592 0.0359289 0.9640408 0.9640711
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 17185 579779 463209 15605555 0.0357727 0.0358213 0.9642273 0.9641787
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3637 593285 95243 15973563 0.0367820 0.0358116 0.9632180 0.9641884
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 16178 576939 440472 15632139 0.0354276 0.0355936 0.9645724 0.9644064
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1060 593922 28398 16042348 0.0359834 0.0357004 0.9640166 0.9642996
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1 /Granulocytes /Granulocytes 346506 227746 9702624 6394905 0.0344812 0.0343889 0.9655188 0.9656111
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1917 577796 51730 16040338 0.0357336 0.0347690 0.9642664 0.9652310
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1812 572891 49350 16047728 0.0354169 0.0344687 0.9645831 0.9655313
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2254 567496 63712 16038319 0.0341691 0.0341745 0.9658309 0.9658255
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3630 575314 99192 15993645 0.0353037 0.0347224 0.9646963 0.9652776
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 279 575473 7301 16088728 0.0368074 0.0345335 0.9631926 0.9654665
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 302 572172 8680 16090627 0.0336228 0.0343383 0.9663772 0.9656617
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1747 567862 49149 16053023 0.0343249 0.0341656 0.9656751 0.9658344
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 843 573122 23570 16074246 0.0345308 0.0344272 0.9654692 0.9655728
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21901 556308 612047 15481525 0.0345470 0.0346872 0.9654530 0.9653128
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 36044 543840 1007146 15084751 0.0345517 0.0347978 0.9654483 0.9652022
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1739 575966 49095 16044981 0.0342094 0.0346530 0.9657906 0.9653470
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3349 573683 91644 16003105 0.0352552 0.0346076 0.9647448 0.9653924
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 104 569802 2869 16099006 0.0349815 0.0341837 0.9650185 0.9658163
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1877 570109 51502 16048293 0.0351636 0.0343059 0.9648364 0.9656941
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1425 572866 42701 16054789 0.0322939 0.0344526 0.9677061 0.9655474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 5091 568120 141335 15957235 0.0347684 0.0343787 0.9652316 0.9656213
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 51 570962 1240 16099528 0.0395043 0.0342499 0.9604957 0.9657501
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 36010 536371 1022066 15077334 0.0340335 0.0343526 0.9659665 0.9656474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 5048 570342 142122 15954269 0.0343005 0.0345147 0.9656995 0.9654853
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 47629 527577 1339641 14756934 0.0343329 0.0345171 0.9656671 0.9654829
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1548 569638 43466 16057129 0.0343893 0.0342603 0.9656107 0.9657397
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 16467 559482 461085 15634747 0.0344821 0.0345482 0.9655179 0.9654518
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 16628 556623 463861 15634669 0.0346064 0.0343779 0.9653936 0.9656221
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3425 574861 95603 15997892 0.0345862 0.0346871 0.9654138 0.9653129
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15648 559081 441093 15655959 0.0342601 0.0344792 0.9657399 0.9655208
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 980 574269 28435 16068097 0.0333163 0.0345065 0.9666837 0.9654935
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1 /Granulocytes /Granulocytes 333293 218757 9333933 6142403 0.0344766 0.0343895 0.9655234 0.9656105
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1807 551932 49627 15425020 0.0351324 0.0345455 0.9648676 0.9654545
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1758 550810 47583 15428235 0.0356296 0.0344708 0.9643704 0.9655292
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2269 549775 61615 15414727 0.0355175 0.0344373 0.9644825 0.9655627
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3475 549690 95133 15380088 0.0352405 0.0345071 0.9647595 0.9654929
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 271 550195 7184 15470736 0.0363514 0.0343423 0.9636486 0.9656577
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 301 556328 8331 15463426 0.0348703 0.0347276 0.9651297 0.9652724
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1673 545867 47282 15433564 0.0341742 0.0341606 0.9658258 0.9658394
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21142 535130 587298 14884816 0.0347479 0.0347038 0.9652521 0.9652962
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 34356 518267 965061 14510702 0.0343760 0.0344845 0.9656240 0.9655155
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1782 551701 47883 15427020 0.0358804 0.0345272 0.9641196 0.9654728
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3159 552359 88162 15384706 0.0345923 0.0346588 0.9654077 0.9653412
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 111 551696 2730 15473849 0.0390707 0.0344260 0.9609293 0.9655740
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1686 554189 49357 15423154 0.0330310 0.0346859 0.9669690 0.9653141
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1488 548750 40838 15437310 0.0351557 0.0343268 0.9648443 0.9656732
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4917 545033 135890 15342546 0.0349201 0.0343056 0.9650799 0.9656944
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 547892 1212 15479241 0.0327215 0.0341853 0.9672785 0.9658147
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35228 516077 980559 14496522 0.0346805 0.0343763 0.9653195 0.9656237
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4890 548169 136320 15339007 0.0346293 0.0345039 0.9653707 0.9654961
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46461 511012 1286921 14183992 0.0348445 0.0347745 0.9651555 0.9652255
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 192 548793 4903 15474498 0.0376840 0.0342497 0.9623160 0.9657503
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1524 551785 41723 15433354 0.0352394 0.0345186 0.9647606 0.9654814
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 15717 540123 443565 15028981 0.0342208 0.0346920 0.9657792 0.9653080
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 15830 538955 445520 15028081 0.0343123 0.0346216 0.9656877 0.9653784
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3236 544483 91705 15388962 0.0340843 0.0341723 0.9659157 0.9658277
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15322 541938 423923 15047203 0.0348826 0.0347638 0.9651174 0.9652362
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1001 548137 27504 15451744 0.0351166 0.0342588 0.9648834 0.9657412
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1 /Granulocytes /Granulocytes 336185 220573 9411983 6195215 0.0344870 0.0343797 0.9655130 0.9656203
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1712 554745 50152 15557347 0.0330094 0.0344304 0.9669906 0.9655696
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1705 550613 47994 15563644 0.0343065 0.0341693 0.9656935 0.9658307
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2201 555444 62391 15543920 0.0340754 0.0345010 0.9659246 0.9654990
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3527 557740 96216 15506473 0.0353609 0.0347194 0.9646391 0.9652806
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 254 552039 6972 15604691 0.0351508 0.0341677 0.9648492 0.9658323
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 303 556473 8458 15598722 0.0345851 0.0344455 0.9654149 0.9655545
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1725 554112 47817 15560302 0.0348189 0.0343861 0.9651811 0.9656139
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 797 553034 22983 15587142 0.0335156 0.0342644 0.9664844 0.9657356
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21083 540861 593776 15008236 0.0342892 0.0347841 0.9657108 0.9652159
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 35059 525504 977848 14625545 0.0346123 0.0346843 0.9653877 0.9653157
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1700 559754 46327 15556175 0.0353968 0.0347330 0.9646032 0.9652670
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3107 551465 88606 15520778 0.0338774 0.0343116 0.9661226 0.9656884
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 102 555000 2773 15606081 0.0354783 0.0343418 0.9645217 0.9656582
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1877 556498 49970 15555611 0.0362027 0.0345391 0.9637973 0.9654609
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1484 555840 41226 15565406 0.0347460 0.0344787 0.9652540 0.9655213
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4933 555730 136517 15466776 0.0348745 0.0346843 0.9651255 0.9653157
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 552532 1214 15610169 0.0326693 0.0341856 0.9673307 0.9658144
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35820 526347 986977 14614812 0.0350216 0.0347627 0.9649784 0.9652373
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4907 552737 137421 15468891 0.0344767 0.0344994 0.9655233 0.9655006
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46816 514191 1297789 14305160 0.0348177 0.0346973 0.9651823 0.9653027
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 193 553407 4982 15605374 0.0372947 0.0342481 0.9627053 0.9657519
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1548 556240 42443 15563725 0.0351890 0.0345063 0.9648110 0.9654937
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 15909 544318 445961 15157768 0.0344448 0.0346653 0.9655552 0.9653347
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 16016 541241 448931 15157768 0.0344469 0.0344761 0.9655531 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3294 551672 92495 15516495 0.0343881 0.0343332 0.9656119 0.9656668
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15236 544258 427619 15176843 0.0344040 0.0346196 0.9655960 0.9653804
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 940 557255 27641 15578120 0.0328890 0.0345362 0.9671110 0.9654638
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1 /Granulocytes /Granulocytes 337546 221328 9377868 6177638 0.0347433 0.0345881 0.9652567 0.9654119
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1805 553229 50285 15509061 0.0346516 0.0344427 0.9653484 0.9655573
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 1678 548884 47427 15516391 0.0341717 0.0341659 0.9658283 0.9658341
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 4 /PBMC/B cells/B cells Naive/B cells TR /PBMC/B cells/B cells Naive/B cells TR 2153 548489 60814 15502924 0.0341925 0.0341708 0.9658075 0.9658292
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3451 556958 95804 15458167 0.0347690 0.0347770 0.9652310 0.9652230
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 255 551557 7100 15555468 0.0346703 0.0342433 0.9653297 0.9657567
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 292 553097 8368 15552623 0.0337182 0.0343417 0.9662818 0.9656583
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1635 554475 47373 15510897 0.0333619 0.0345137 0.9666381 0.9654863
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 814 558910 22335 15532321 0.0351635 0.0347338 0.9648365 0.9652662
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21246 538158 590411 14964565 0.0347352 0.0347138 0.9652648 0.9652862
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 34708 518552 972412 14588708 0.0344626 0.0343247 0.9655374 0.9656753
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1706 554490 48374 15509810 0.0340655 0.0345169 0.9659345 0.9654831
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3067 552379 89240 15469694 0.0332261 0.0344761 0.9667739 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 98 550778 2773 15560731 0.0341344 0.0341854 0.9658656 0.9658146
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1727 550458 49817 15512378 0.0335054 0.0342690 0.9664946 0.9657310
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1471 553342 41252 15518315 0.0344311 0.0344297 0.9655689 0.9655703
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 4921 553539 136703 15419217 0.0347469 0.0346552 0.9652531 0.9653448
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 48 556505 1196 15556631 0.0385852 0.0345373 0.9614148 0.9654627
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35533 524870 988569 14565408 0.0346967 0.0347820 0.9653033 0.9652180
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 20 /PBMC/T cells/T cells CD4/T cells EM /PBMC/T cells/T cells CD4/T cells EM 4961 553776 137630 15418013 0.0347918 0.0346721 0.9652082 0.9653279
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46152 508934 1293583 14265711 0.0344486 0.0344464 0.9655514 0.9655536
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 165 552733 4885 15556597 0.0326733 0.0343114 0.9673267 0.9656886
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1516 556233 41710 15514921 0.0350715 0.0346106 0.9649285 0.9653894
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 16001 539969 446034 15112376 0.0346316 0.0344976 0.9653684 0.9655024
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 15984 539545 448655 15110196 0.0344009 0.0344763 0.9655991 0.9655237
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3297 553409 92686 15464988 0.0343498 0.0345483 0.9656502 0.9654517
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15258 538741 425429 15134952 0.0346232 0.0343723 0.9653768 0.9656277
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1049 558460 27110 15527761 0.0372527 0.0347167 0.9627473 0.9652833
dataset_name-Levine_seed-42 cyanno num-1 run0 1 Basophils Basophils 1 2 945 190403 0.0010571 0.0000105 0.9989429 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 16 16 1762 189557 0.0089989 0.0000844 0.9910011 0.9999156
dataset_name-Levine_seed-42 cyanno num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 105 108 2497 188641 0.0403536 0.0005722 0.9596464 0.9994278
dataset_name-Levine_seed-42 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 cyanno num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 40 40 2026 189245 0.0193611 0.0002113 0.9806389 0.9997887
dataset_name-Levine_seed-42 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 3 664 190682 0.0030030 0.0000157 0.9969970 0.9999843
dataset_name-Levine_seed-42 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3856 3937 14275 169283 0.2126744 0.0227283 0.7873256 0.9772717
dataset_name-Levine_seed-42 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3456 3494 9749 174652 0.2617190 0.0196131 0.7382810 0.9803869
dataset_name-Levine_seed-42 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3701 3829 8619 175202 0.3004058 0.0213874 0.6995942 0.9786126
dataset_name-Levine_seed-42 cyanno num-1 run0 10 Monocytes Monocytes 1193 1205 14918 174035 0.0740488 0.0068763 0.9259512 0.9931237
dataset_name-Levine_seed-42 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 1 1 242 191107 0.0041152 0.0000052 0.9958848 0.9999948
dataset_name-Levine_seed-42 cyanno num-1 run0 12 Pre_B_cells Pre_B_cells 203 212 3149 187787 0.0605609 0.0011277 0.9394391 0.9988723
dataset_name-Levine_seed-42 cyanno num-1 run0 13 Pro_B_cells Pro_B_cells 3 3 200 191145 0.0147783 0.0000157 0.9852217 0.9999843
dataset_name-Levine_seed-42 cyanno num-1 run0 14 pDCs pDCs 1 2 657 190691 0.0015198 0.0000105 0.9984802 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 15 ungated ungated 106036 59885 12852 12578 0.8918983 0.8264218 0.1081017 0.1735782
dataset_name-Levine_seed-42 cyanno num-2 run0 1 Basophils Basophils 44 45 217 73970 0.1685824 0.0006080 0.8314176 0.9993920
dataset_name-Levine_seed-42 cyanno num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 108 109 362 73697 0.2297872 0.0014768 0.7702128 0.9985232
dataset_name-Levine_seed-42 cyanno num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 293 294 1010 72679 0.2248657 0.0040289 0.7751343 0.9959711
dataset_name-Levine_seed-42 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-42 cyanno num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 268 271 961 72776 0.2180635 0.0037099 0.7819365 0.9962901
dataset_name-Levine_seed-42 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 23 228 74003 0.0880000 0.0003107 0.9120000 0.9996893
dataset_name-Levine_seed-42 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 3781 3787 4454 62254 0.4591378 0.0573432 0.5408622 0.9426568
dataset_name-Levine_seed-42 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1977 1982 4926 65391 0.2863972 0.0294183 0.7136028 0.9705817
dataset_name-Levine_seed-42 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1976 1982 2224 68094 0.4704762 0.0282836 0.5295238 0.9717164
dataset_name-Levine_seed-42 cyanno num-2 run0 10 Monocytes Monocytes 1851 1859 3137 67429 0.3710906 0.0268300 0.6289094 0.9731700
dataset_name-Levine_seed-42 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 6 6 81 74183 0.0689655 0.0000809 0.9310345 0.9999191
dataset_name-Levine_seed-42 cyanno num-2 run0 12 Pre_B_cells Pre_B_cells 877 884 1906 70609 0.3151276 0.0123648 0.6848724 0.9876352
dataset_name-Levine_seed-42 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 15 15 295 73951 0.0483871 0.0002028 0.9516129 0.9997972
dataset_name-Levine_seed-42 cyanno num-2 run0 14 pDCs pDCs 11 11 569 73685 0.0189655 0.0001493 0.9810345 0.9998507
dataset_name-Levine_seed-42 cyanno num-2 run0 15 ungated ungated 31286 20491 11269 11230 0.7351898 0.6459759 0.2648102 0.3540241
dataset_name-Levine_seed-42 cygate num-1 run0 1 Basophils Basophils 944 2112 1 178956 0.9989418 0.0116641 0.0010582 0.9883359
dataset_name-Levine_seed-42 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2624 148 177611 0.9167604 0.0145588 0.0832396 0.9854412
dataset_name-Levine_seed-42 cygate num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 2435 4667 115 174796 0.9549020 0.0260054 0.0450980 0.9739946
dataset_name-Levine_seed-42 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 374 181 181457 0.0054945 0.0020569 0.9945055 0.9979431
dataset_name-Levine_seed-42 cygate num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 2036 3360 30 176587 0.9854792 0.0186722 0.0145208 0.9813278
dataset_name-Levine_seed-42 cygate num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 647 944 19 180403 0.9714715 0.0052055 0.0285285 0.9947945
dataset_name-Levine_seed-42 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17771 28541 322 135379 0.9822031 0.1741154 0.0177969 0.8258846
dataset_name-Levine_seed-42 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13161 19451 35 149366 0.9973477 0.1152194 0.0026523 0.8847806
dataset_name-Levine_seed-42 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11607 15049 409 154948 0.9659621 0.0885251 0.0340379 0.9114749
dataset_name-Levine_seed-42 cygate num-1 run0 10 Monocytes Monocytes 16082 22548 6 143377 0.9996271 0.1358927 0.0003729 0.8641073
dataset_name-Levine_seed-42 cygate num-1 run0 11 Plasma_B_cells Plasma_B_cells 232 477 10 181294 0.9586777 0.0026242 0.0413223 0.9973758
dataset_name-Levine_seed-42 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3266 5850 54 172843 0.9837349 0.0327377 0.0162651 0.9672623
dataset_name-Levine_seed-42 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 420 178 181390 0.1231527 0.0023101 0.8768473 0.9976899
dataset_name-Levine_seed-42 cygate num-1 run0 14 pDCs pDCs 622 1450 35 179906 0.9467275 0.0079953 0.0532725 0.9920047
dataset_name-Levine_seed-42 cygate num-1 run0 15 ungated ungated 3028 659 106983 71343 0.0275245 0.0091525 0.9724755 0.9908475
dataset_name-Levine_seed-42 cygate num-2 run0 1 Basophils Basophils 258 366 3 72273 0.9885057 0.0050386 0.0114943 0.9949614
dataset_name-Levine_seed-42 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 386 584 84 71846 0.8212766 0.0080630 0.1787234 0.9919370
dataset_name-Levine_seed-42 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1078 1456 221 70145 0.8298691 0.0203349 0.1701309 0.9796651
dataset_name-Levine_seed-42 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 12 284 110 72494 0.0983607 0.0039023 0.9016393 0.9960977
dataset_name-Levine_seed-42 cygate num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 1195 1466 27 70212 0.9779051 0.0204526 0.0220949 0.9795474
dataset_name-Levine_seed-42 cygate num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 250 302 0 72348 1.0000000 0.0041569 0.0000000 0.9958431
dataset_name-Levine_seed-42 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8219 9763 16 54902 0.9980571 0.1509781 0.0019429 0.8490219
dataset_name-Levine_seed-42 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6880 7905 23 58092 0.9966681 0.1197782 0.0033319 0.8802218
dataset_name-Levine_seed-42 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4720 8 63980 0.9980952 0.0687045 0.0019048 0.9312955
dataset_name-Levine_seed-42 cygate num-2 run0 10 Monocytes Monocytes 4955 8186 33 59726 0.9933841 0.1205383 0.0066159 0.8794617
dataset_name-Levine_seed-42 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 69 96 18 72717 0.7931034 0.0013184 0.2068966 0.9986816
dataset_name-Levine_seed-42 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2767 3353 4 66776 0.9985565 0.0478119 0.0014435 0.9521881
dataset_name-Levine_seed-42 cygate num-2 run0 13 Pro_B_cells Pro_B_cells 302 388 7 72203 0.9773463 0.0053450 0.0226537 0.9946550
dataset_name-Levine_seed-42 cygate num-2 run0 14 pDCs pDCs 579 1074 1 71246 0.9982759 0.0148507 0.0017241 0.9851493
dataset_name-Levine_seed-42 cygate num-2 run0 15 ungated ungated 1690 125 39513 31572 0.0410164 0.0039436 0.9589836 0.9960564
dataset_name-Levine_seed-42 dgcytof num-1 run0 1 Basophils Basophils 0 0 946 190405 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1349 1912 429 187661 0.7587177 0.0100858 0.2412823 0.9899142
dataset_name-Levine_seed-42 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 957 1231 1645 187518 0.3677940 0.0065219 0.6322060 0.9934781
dataset_name-Levine_seed-42 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 1 182 191168 0.0000000 0.0000052 1.0000000 0.9999948
dataset_name-Levine_seed-42 dgcytof num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 57 70 2009 189215 0.0275895 0.0003698 0.9724105 0.9996302
dataset_name-Levine_seed-42 dgcytof num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 256 354 410 190331 0.3843844 0.0018565 0.6156156 0.9981435
dataset_name-Levine_seed-42 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 15 21 18116 173199 0.0008273 0.0001212 0.9991727 0.9998788
dataset_name-Levine_seed-42 dgcytof num-1 run0 8 CD8_T_cells CD8_T_cells 381 472 12824 177674 0.0288527 0.0026495 0.9711473 0.9973505
dataset_name-Levine_seed-42 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 1869 1986 10451 177045 0.1517045 0.0110931 0.8482955 0.9889069
dataset_name-Levine_seed-42 dgcytof num-1 run0 10 Monocytes Monocytes 385 766 15726 174474 0.0238967 0.0043711 0.9761033 0.9956289
dataset_name-Levine_seed-42 dgcytof num-1 run0 11 Plasma_B_cells Plasma_B_cells 78 111 165 190997 0.3209877 0.0005808 0.6790123 0.9994192
dataset_name-Levine_seed-42 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 0 0 3352 187999 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 13 Pro_B_cells Pro_B_cells 7 9 196 191139 0.0344828 0.0000471 0.9655172 0.9999529
dataset_name-Levine_seed-42 dgcytof num-1 run0 14 pDCs pDCs 0 0 658 190693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 15 ungated ungated 112052 67012 6836 5451 0.9425005 0.9247754 0.0574995 0.0752246
dataset_name-Levine_seed-42 dgcytof num-2 run0 1 Basophils Basophils 7 13 254 74002 0.0268199 0.0001756 0.9731801 0.9998244
dataset_name-Levine_seed-42 dgcytof num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 59 60 411 73746 0.1255319 0.0008129 0.8744681 0.9991871
dataset_name-Levine_seed-42 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 657 679 646 72294 0.5042210 0.0093048 0.4957790 0.9906952
dataset_name-Levine_seed-42 dgcytof num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 8 9 114 74145 0.0655738 0.0001214 0.9344262 0.9998786
dataset_name-Levine_seed-42 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0 0 1229 73047 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 17 29 233 73997 0.0680000 0.0003918 0.9320000 0.9996082
dataset_name-Levine_seed-42 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 0 0 8235 66041 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 1847 1853 5056 65520 0.2675648 0.0275036 0.7324352 0.9724964
dataset_name-Levine_seed-42 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 0 0 4200 70076 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 10 Monocytes Monocytes 2525 2554 2463 66734 0.5062149 0.0368606 0.4937851 0.9631394
dataset_name-Levine_seed-42 dgcytof num-2 run0 11 Plasma_B_cells Plasma_B_cells 58 66 29 74123 0.6666667 0.0008896 0.3333333 0.9991104
dataset_name-Levine_seed-42 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 4 4 2779 71489 0.0014373 0.0000559 0.9985627 0.9999441
dataset_name-Levine_seed-42 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 120 144 190 73822 0.3870968 0.0019468 0.6129032 0.9980532
dataset_name-Levine_seed-42 dgcytof num-2 run0 14 pDCs pDCs 95 102 485 73594 0.1637931 0.0013841 0.8362069 0.9986159
dataset_name-Levine_seed-42 dgcytof num-2 run0 15 ungated ungated 37053 26313 5502 5408 0.8707085 0.8295136 0.1292915 0.1704864
dataset_name-Levine_seed-42 lda num-1 run0 1 Basophils Basophils 99 249 743 149841 0.1175772 0.0016590 0.8824228 0.9983410
dataset_name-Levine_seed-42 lda num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1554 2611 182 146585 0.8951613 0.0175005 0.1048387 0.9824995
dataset_name-Levine_seed-42 lda num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 1571 3426 819 145116 0.6573222 0.0230642 0.3426778 0.9769358
dataset_name-Levine_seed-42 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 24 47 125 150736 0.1610738 0.0003117 0.8389262 0.9996883
dataset_name-Levine_seed-42 lda num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 665 1531 1098 147638 0.3771980 0.0102635 0.6228020 0.9897365
dataset_name-Levine_seed-42 lda num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 206 949 346 149431 0.3731884 0.0063107 0.6268116 0.9936893
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-42 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3959 5492 5766 135715 0.4070951 0.0388933 0.5929049 0.9611067
dataset_name-Levine_seed-42 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7456 10301 2494 130681 0.7493467 0.0730661 0.2506533 0.9269339
dataset_name-Levine_seed-42 lda num-1 run0 10 Monocytes Monocytes 6818 9716 6108 128290 0.5274640 0.0704027 0.4725360 0.9295973
dataset_name-Levine_seed-42 lda num-1 run0 11 Plasma_B_cells Plasma_B_cells 171 291 68 150402 0.7154812 0.0019311 0.2845188 0.9980689
dataset_name-Levine_seed-42 lda num-1 run0 12 Pre_B_cells Pre_B_cells 584 1054 1964 147330 0.2291994 0.0071032 0.7708006 0.9928968
dataset_name-Levine_seed-42 lda num-1 run0 13 Pro_B_cells Pro_B_cells 23 306 147 150456 0.1352941 0.0020297 0.8647059 0.9979703
dataset_name-Levine_seed-42 lda num-1 run0 14 pDCs pDCs 310 1918 299 148405 0.5090312 0.0127592 0.4909688 0.9872408
dataset_name-Levine_seed-42 lda num-1 run0 15 ungated ungated 55519 28260 39601 27552 0.5836733 0.5063427 0.4163267 0.4936573
dataset_name-Levine_seed-42 lda num-2 run0 1 Basophils Basophils 132 436 66 52514 0.6666667 0.0082342 0.3333333 0.9917658
dataset_name-Levine_seed-42 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 378 52687 0.0847458 0.0009102 0.9152542 0.9990898
dataset_name-Levine_seed-42 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 396 739 743 51270 0.3476734 0.0142091 0.6523266 0.9857909
dataset_name-Levine_seed-42 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 45 163 54 52886 0.4545455 0.0030726 0.5454545 0.9969274
dataset_name-Levine_seed-42 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 345 492 699 51612 0.3304598 0.0094427 0.6695402 0.9905573
dataset_name-Levine_seed-42 lda num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 154 894 68 52032 0.6936937 0.0168915 0.3063063 0.9831085
dataset_name-Levine_seed-42 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2510 2781 1561 46296 0.6165561 0.0566661 0.3834439 0.9433339
dataset_name-Levine_seed-42 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2953 3170 1663 45362 0.6397314 0.0653177 0.3602686 0.9346823
dataset_name-Levine_seed-42 lda num-2 run0 9 Mature_B_cells Mature_B_cells 2231 2416 874 47627 0.7185185 0.0482785 0.2814815 0.9517215
dataset_name-Levine_seed-42 lda num-2 run0 10 Monocytes Monocytes 3438 5344 653 43713 0.8403813 0.1089345 0.1596187 0.8910655
dataset_name-Levine_seed-42 lda num-2 run0 11 Plasma_B_cells Plasma_B_cells 84 142 1 52921 0.9882353 0.0026761 0.0117647 0.9973239
dataset_name-Levine_seed-42 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2111 2459 320 48258 0.8683669 0.0484847 0.1316331 0.9515153
dataset_name-Levine_seed-42 lda num-2 run0 13 Pro_B_cells Pro_B_cells 233 864 36 52015 0.8661710 0.0163392 0.1338290 0.9836608
dataset_name-Levine_seed-42 lda num-2 run0 14 pDCs pDCs 292 499 150 52207 0.6606335 0.0094676 0.3393665 0.9905324
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 11422 6320 19501 15905 0.3693691 0.2843645 0.6306309 0.7156355
dataset_name-Levine_seed-42 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-42 random num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 119 12604 1659 176969 0.0669291 0.0664863 0.9330709 0.9335137
dataset_name-Levine_seed-42 random num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 186 12468 2416 176281 0.0714835 0.0660560 0.9285165 0.9339440
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-42 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-42 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-42 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-42 random num-1 run0 8 CD8_T_cells CD8_T_cells 879 11860 12326 166286 0.0665657 0.0665746 0.9334343 0.9334254
dataset_name-Levine_seed-42 random num-1 run0 9 Mature_B_cells Mature_B_cells 830 11840 11490 167191 0.0673701 0.0661338 0.9326299 0.9338662
dataset_name-Levine_seed-42 random num-1 run0 10 Monocytes Monocytes 1082 11707 15029 163533 0.0671591 0.0668055 0.9328409 0.9331945
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-42 random num-1 run0 12 Pre_B_cells Pre_B_cells 235 12464 3117 175535 0.0701074 0.0662982 0.9298926 0.9337018
dataset_name-Levine_seed-42 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-42 random num-1 run0 14 pDCs pDCs 44 12523 614 178170 0.0668693 0.0656710 0.9331307 0.9343290
dataset_name-Levine_seed-42 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-42 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-42 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Levine_seed-42 random num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 80 4764 1223 68209 0.0613968 0.0652844 0.9386032 0.9347156
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-42 random num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 97 4696 1132 68351 0.0789260 0.0642874 0.9210740 0.9357126
dataset_name-Levine_seed-42 random num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 4928 228 69098 0.0880000 0.0665712 0.9120000 0.9334288
dataset_name-Levine_seed-42 random num-2 run0 7 CD4_T_cells CD4_T_cells 553 4418 7682 61623 0.0671524 0.0668978 0.9328476 0.9331022
dataset_name-Levine_seed-42 random num-2 run0 8 CD8_T_cells CD8_T_cells 469 4460 6434 62913 0.0679415 0.0661986 0.9320585 0.9338014
dataset_name-Levine_seed-42 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Levine_seed-42 random num-2 run0 10 Monocytes Monocytes 358 4623 4630 64665 0.0717723 0.0667215 0.9282277 0.9332785
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-42 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-42 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-42 random num-2 run0 14 pDCs pDCs 42 4775 538 68921 0.0724138 0.0647932 0.9275862 0.9352068
dataset_name-Levine_seed-42 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 296 15 3499 752093 0.0779974 0.0000199 0.9220026 0.9999801
dataset_name-Samusik_seed-42 cyanno num-1 run0 2 Basophils Basophils 2531 234 1132 752006 0.6909637 0.0003111 0.3090363 0.9996889
dataset_name-Samusik_seed-42 cyanno num-1 run0 3 CD4 T cells CD4 T cells 4605 224 468 750606 0.9077469 0.0002983 0.0922531 0.9997017
dataset_name-Samusik_seed-42 cyanno num-1 run0 4 CD8 T cells CD8 T cells 10660 198 299 744746 0.9727165 0.0002658 0.0272835 0.9997342
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP 0 0 434 755469 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 60 2 1808 754033 0.0321199 0.0000027 0.9678801 0.9999973
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 87314 5540 3261 659788 0.9639967 0.0083267 0.0360033 0.9916733
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 45991 2873 1258 705781 0.9733751 0.0040542 0.0266249 0.9959458
dataset_name-Samusik_seed-42 cyanno num-1 run0 9 GMP GMP 2638 623 3000 749642 0.4678964 0.0008304 0.5321036 0.9991696
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC 0 0 26 755877 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41399 3289 2231 708984 0.9488655 0.0046176 0.0511345 0.9953824
dataset_name-Samusik_seed-42 cyanno num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101644 2535 928 650796 0.9909527 0.0038801 0.0090473 0.9961199
dataset_name-Samusik_seed-42 cyanno num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16383 1482 2034 736004 0.8895586 0.0020095 0.1104414 0.9979905
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73112 5230 2583 674978 0.9658762 0.0076888 0.0341238 0.9923112
dataset_name-Samusik_seed-42 cyanno num-1 run0 15 MEP MEP 2572 670 2402 750259 0.5170889 0.0008922 0.4829111 0.9991078
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 72 5 1049 754777 0.0642284 0.0000066 0.9357716 0.9999934
dataset_name-Samusik_seed-42 cyanno num-1 run0 17 Macrophages Macrophages 963 200 1674 753066 0.3651877 0.0002655 0.6348123 0.9997345
dataset_name-Samusik_seed-42 cyanno num-1 run0 18 NK cells NK cells 2007 131 1071 752694 0.6520468 0.0001740 0.3479532 0.9998260
dataset_name-Samusik_seed-42 cyanno num-1 run0 19 NKT cells NKT cells 6992 346 648 747917 0.9151832 0.0004624 0.0848168 0.9995376
dataset_name-Samusik_seed-42 cyanno num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6740 316 337 748510 0.9523810 0.0004220 0.0476190 0.9995780
dataset_name-Samusik_seed-42 cyanno num-1 run0 21 Plasma Cells Plasma Cells 305 21 1270 754307 0.1936508 0.0000278 0.8063492 0.9999722
dataset_name-Samusik_seed-42 cyanno num-1 run0 22 gd T cells gd T cells 33 0 316 755554 0.0945559 0.0000000 0.9054441 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 23 mDCs mDCs 352 66 628 754857 0.3591837 0.0000874 0.6408163 0.9999126
dataset_name-Samusik_seed-42 cyanno num-1 run0 24 pDCs pDCs 23159 439 457 731848 0.9806487 0.0005995 0.0193513 0.9994005
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 268968 32668 24294 429973 0.9171594 0.0706120 0.0828406 0.9293880
dataset_name-Samusik_seed-42 cyanno num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 687 62 3077 757105 0.1825186 0.0000819 0.8174814 0.9999181
dataset_name-Samusik_seed-42 cyanno num-2 run0 2 Basophils Basophils 2561 330 940 757100 0.7315053 0.0004357 0.2684947 0.9995643
dataset_name-Samusik_seed-42 cyanno num-2 run0 3 CD4 T cells CD4 T cells 4441 146 483 755861 0.9019090 0.0001931 0.0980910 0.9998069
dataset_name-Samusik_seed-42 cyanno num-2 run0 4 CD8 T cells CD8 T cells 10489 265 395 749782 0.9637082 0.0003533 0.0362918 0.9996467
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP 0 0 446 760485 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 226 14 1586 759105 0.1247241 0.0000184 0.8752759 0.9999816
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 87955 6571 1771 664634 0.9802621 0.0097899 0.0197379 0.9902101
dataset_name-Samusik_seed-42 cyanno num-2 run0 8 Eosinophils Eosinophils 44108 2496 1624 712703 0.9644888 0.0034899 0.0355112 0.9965101
dataset_name-Samusik_seed-42 cyanno num-2 run0 9 GMP GMP 2734 363 2572 755262 0.5152657 0.0004804 0.4847343 0.9995196
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC 0 0 26 760905 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43073 3315 1574 712969 0.9647457 0.0046281 0.0352543 0.9953719
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104108 2388 1329 653106 0.9873953 0.0036431 0.0126047 0.9963569
dataset_name-Samusik_seed-42 cyanno num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16948 1412 2208 740363 0.8847359 0.0019035 0.1152641 0.9980965
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70167 4193 5204 681367 0.9309549 0.0061162 0.0690451 0.9938838
dataset_name-Samusik_seed-42 cyanno num-2 run0 15 MEP MEP 2977 794 1810 755350 0.6218926 0.0010501 0.3781074 0.9989499
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 108 6 992 759825 0.0981818 0.0000079 0.9018182 0.9999921
dataset_name-Samusik_seed-42 cyanno num-2 run0 17 Macrophages Macrophages 994 165 1600 758172 0.3831920 0.0002176 0.6168080 0.9997824
dataset_name-Samusik_seed-42 cyanno num-2 run0 18 NK cells NK cells 2363 148 549 757871 0.8114698 0.0001952 0.1885302 0.9998048
dataset_name-Samusik_seed-42 cyanno num-2 run0 19 NKT cells NKT cells 6897 348 657 753029 0.9130262 0.0004619 0.0869738 0.9995381
dataset_name-Samusik_seed-42 cyanno num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6792 455 297 753387 0.9581041 0.0006036 0.0418959 0.9993964
dataset_name-Samusik_seed-42 cyanno num-2 run0 21 Plasma Cells Plasma Cells 372 30 1173 759356 0.2407767 0.0000395 0.7592233 0.9999605
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 58 3 289 760581 0.1671470 0.0000039 0.8328530 0.9999961
dataset_name-Samusik_seed-42 cyanno num-2 run0 23 mDCs mDCs 204 49 785 759893 0.2062690 0.0000645 0.7937310 0.9999355
dataset_name-Samusik_seed-42 cyanno num-2 run0 24 pDCs pDCs 23165 486 446 736834 0.9811105 0.0006591 0.0188895 0.9993409
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 273832 31633 23839 431627 0.9199149 0.0682835 0.0800851 0.9317165
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 227 9 3670 753182 0.0582499 0.0000119 0.9417501 0.9999881
dataset_name-Samusik_seed-42 cyanno num-3 run0 2 Basophils Basophils 2597 347 1102 753042 0.7020816 0.0004606 0.2979184 0.9995394
dataset_name-Samusik_seed-42 cyanno num-3 run0 3 CD4 T cells CD4 T cells 4620 233 447 751788 0.9117821 0.0003098 0.0882179 0.9996902
dataset_name-Samusik_seed-42 cyanno num-3 run0 4 CD8 T cells CD8 T cells 10881 251 275 745681 0.9753496 0.0003365 0.0246504 0.9996635
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP 0 0 428 756660 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 89 6 1753 755240 0.0483170 0.0000079 0.9516830 0.9999921
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 85667 5637 1927 663857 0.9780008 0.0084198 0.0219992 0.9915802
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 46950 2680 1895 705563 0.9612038 0.0037840 0.0387962 0.9962160
dataset_name-Samusik_seed-42 cyanno num-3 run0 9 GMP GMP 3287 552 2182 751067 0.6010240 0.0007344 0.3989760 0.9992656
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42717 3167 2704 708500 0.9404681 0.0044501 0.0595319 0.9955499
dataset_name-Samusik_seed-42 cyanno num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 98888 2374 1085 654741 0.9891471 0.0036128 0.0108529 0.9963872
dataset_name-Samusik_seed-42 cyanno num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16312 1133 3218 736425 0.8352279 0.0015362 0.1647721 0.9984638
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71060 4741 2695 678592 0.9634601 0.0069381 0.0365399 0.9930619
dataset_name-Samusik_seed-42 cyanno num-3 run0 15 MEP MEP 3498 1119 1481 750990 0.7025507 0.0014878 0.2974493 0.9985122
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 85 7 1035 755961 0.0758929 0.0000093 0.9241071 0.9999907
dataset_name-Samusik_seed-42 cyanno num-3 run0 17 Macrophages Macrophages 1102 257 1605 754124 0.4070927 0.0003407 0.5929073 0.9996593
dataset_name-Samusik_seed-42 cyanno num-3 run0 18 NK cells NK cells 2122 204 930 753832 0.6952818 0.0002705 0.3047182 0.9997295
dataset_name-Samusik_seed-42 cyanno num-3 run0 19 NKT cells NKT cells 6734 308 938 749108 0.8777372 0.0004110 0.1222628 0.9995890
dataset_name-Samusik_seed-42 cyanno num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6691 448 251 749698 0.9638433 0.0005972 0.0361567 0.9994028
dataset_name-Samusik_seed-42 cyanno num-3 run0 21 Plasma Cells Plasma Cells 1152 71 101 755764 0.9193935 0.0000939 0.0806065 0.9999061
dataset_name-Samusik_seed-42 cyanno num-3 run0 22 gd T cells gd T cells 44 2 311 756731 0.1239437 0.0000026 0.8760563 0.9999974
dataset_name-Samusik_seed-42 cyanno num-3 run0 23 mDCs mDCs 305 52 667 756064 0.3137860 0.0000688 0.6862140 0.9999312
dataset_name-Samusik_seed-42 cyanno num-3 run0 24 pDCs pDCs 23319 508 463 732798 0.9805315 0.0006928 0.0194685 0.9993072
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 273595 31040 23955 428498 0.9194925 0.0675461 0.0805075 0.9324539
dataset_name-Samusik_seed-42 cyanno num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 475 31 3286 754346 0.1262962 0.0000411 0.8737038 0.9999589
dataset_name-Samusik_seed-42 cyanno num-4 run0 2 Basophils Basophils 2475 261 1142 754260 0.6842687 0.0003459 0.3157313 0.9996541
dataset_name-Samusik_seed-42 cyanno num-4 run0 3 CD4 T cells CD4 T cells 4506 215 606 752811 0.8814554 0.0002855 0.1185446 0.9997145
dataset_name-Samusik_seed-42 cyanno num-4 run0 4 CD8 T cells CD8 T cells 10968 259 266 746645 0.9763219 0.0003468 0.0236781 0.9996532
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP 0 0 434 757704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 134 5 1701 756298 0.0730245 0.0000066 0.9269755 0.9999934
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 86302 5610 1902 664324 0.9784364 0.0083740 0.0215636 0.9916260
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 46653 2558 1931 706996 0.9602544 0.0036051 0.0397456 0.9963949
dataset_name-Samusik_seed-42 cyanno num-4 run0 9 GMP GMP 3165 573 2253 752147 0.5841639 0.0007612 0.4158361 0.9992388
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC 0 0 24 758114 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41784 3292 2216 710846 0.9496364 0.0046098 0.0503636 0.9953902
dataset_name-Samusik_seed-42 cyanno num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101493 2324 1242 653079 0.9879106 0.0035459 0.0120894 0.9964541
dataset_name-Samusik_seed-42 cyanno num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16602 1732 2146 737658 0.8855345 0.0023425 0.1144655 0.9976575
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70593 4499 4856 678190 0.9356386 0.0065901 0.0643614 0.9934099
dataset_name-Samusik_seed-42 cyanno num-4 run0 15 MEP MEP 3043 780 1842 752473 0.6229273 0.0010355 0.3770727 0.9989645
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 54 3 1071 757010 0.0480000 0.0000040 0.9520000 0.9999960
dataset_name-Samusik_seed-42 cyanno num-4 run0 17 Macrophages Macrophages 872 141 1778 755347 0.3290566 0.0001866 0.6709434 0.9998134
dataset_name-Samusik_seed-42 cyanno num-4 run0 18 NK cells NK cells 2364 185 427 755162 0.8470082 0.0002449 0.1529918 0.9997551
dataset_name-Samusik_seed-42 cyanno num-4 run0 19 NKT cells NKT cells 6993 370 578 750197 0.9236561 0.0004930 0.0763439 0.9995070
dataset_name-Samusik_seed-42 cyanno num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6767 404 370 750597 0.9481575 0.0005379 0.0518425 0.9994621
dataset_name-Samusik_seed-42 cyanno num-4 run0 21 Plasma Cells Plasma Cells 1022 101 476 756539 0.6822430 0.0001335 0.3177570 0.9998665
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 3 0 358 757777 0.0083102 0.0000000 0.9916898 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 23 mDCs mDCs 325 50 630 757133 0.3403141 0.0000660 0.6596859 0.9999340
dataset_name-Samusik_seed-42 cyanno num-4 run0 24 pDCs pDCs 23258 443 546 733891 0.9770627 0.0006033 0.0229373 0.9993967
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 272525 31926 23681 430006 0.9200523 0.0691141 0.0799477 0.9308859
dataset_name-Samusik_seed-42 cyanno num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 368 18 3451 760525 0.0963603 0.0000237 0.9036397 0.9999763
dataset_name-Samusik_seed-42 cyanno num-5 run0 2 Basophils Basophils 2318 159 1317 760568 0.6376891 0.0002090 0.3623109 0.9997910
dataset_name-Samusik_seed-42 cyanno num-5 run0 3 CD4 T cells CD4 T cells 4599 205 624 758934 0.8805284 0.0002700 0.1194716 0.9997300
dataset_name-Samusik_seed-42 cyanno num-5 run0 4 CD8 T cells CD8 T cells 11050 228 488 752596 0.9577050 0.0003029 0.0422950 0.9996971
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP 0 0 441 763921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 46 3 1799 762514 0.0249322 0.0000039 0.9750678 0.9999961
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 86727 5117 2537 669981 0.9715787 0.0075796 0.0284213 0.9924204
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 47177 2774 1514 712897 0.9689060 0.0038761 0.0310940 0.9961239
dataset_name-Samusik_seed-42 cyanno num-5 run0 9 GMP GMP 2763 415 2644 758540 0.5110043 0.0005468 0.4889957 0.9994532
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43202 3179 2667 715314 0.9418562 0.0044245 0.0581438 0.9955755
dataset_name-Samusik_seed-42 cyanno num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104553 2481 1548 655780 0.9854101 0.0037690 0.0145899 0.9962310
dataset_name-Samusik_seed-42 cyanno num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16413 1471 2457 744021 0.8697933 0.0019732 0.1302067 0.9980268
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 70952 4766 3278 685366 0.9558400 0.0069059 0.0441600 0.9930941
dataset_name-Samusik_seed-42 cyanno num-5 run0 15 MEP MEP 2523 635 2362 758842 0.5164790 0.0008361 0.4835210 0.9991639
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 15 1 1122 763224 0.0131926 0.0000013 0.9868074 0.9999987
dataset_name-Samusik_seed-42 cyanno num-5 run0 17 Macrophages Macrophages 1078 210 1461 761613 0.4245766 0.0002757 0.5754234 0.9997243
dataset_name-Samusik_seed-42 cyanno num-5 run0 18 NK cells NK cells 2210 143 706 761303 0.7578875 0.0001878 0.2421125 0.9998122
dataset_name-Samusik_seed-42 cyanno num-5 run0 19 NKT cells NKT cells 6799 298 898 756367 0.8833312 0.0003938 0.1166688 0.9996062
dataset_name-Samusik_seed-42 cyanno num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6895 474 558 756435 0.9251308 0.0006262 0.0748692 0.9993738
dataset_name-Samusik_seed-42 cyanno num-5 run0 21 Plasma Cells Plasma Cells 529 88 1036 762709 0.3380192 0.0001154 0.6619808 0.9998846
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 9 0 337 764016 0.0260116 0.0000000 0.9739884 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 23 mDCs mDCs 143 20 846 763353 0.1445905 0.0000262 0.8554095 0.9999738
dataset_name-Samusik_seed-42 cyanno num-5 run0 24 pDCs pDCs 23600 497 460 739805 0.9808811 0.0006713 0.0191189 0.9993287
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 272809 34402 23006 434145 0.9222284 0.0734227 0.0777716 0.9265773
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 290 441 3505 729579 0.0764163 0.0006041 0.9235837 0.9993959
dataset_name-Samusik_seed-42 cygate num-1 run0 2 Basophils Basophils 3231 3609 421 726554 0.8847207 0.0049427 0.1152793 0.9950573
dataset_name-Samusik_seed-42 cygate num-1 run0 3 CD4 T cells CD4 T cells 4965 5194 106 723550 0.9790968 0.0071273 0.0209032 0.9928727
dataset_name-Samusik_seed-42 cygate num-1 run0 4 CD8 T cells CD8 T cells 10887 5862 70 716996 0.9936114 0.0081095 0.0063886 0.9918905
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 177 4482 257 728899 0.4078341 0.0061114 0.5921659 0.9938886
dataset_name-Samusik_seed-42 cygate num-1 run0 6 CMP CMP 1861 6584 7 725363 0.9962527 0.0089952 0.0037473 0.9910048
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 88710 44487 756 599862 0.9915499 0.0690418 0.0084501 0.9309582
dataset_name-Samusik_seed-42 cygate num-1 run0 8 Eosinophils Eosinophils 41185 8285 5854 678491 0.8755501 0.0120636 0.1244499 0.9879364
dataset_name-Samusik_seed-42 cygate num-1 run0 9 GMP GMP 5608 11249 30 716928 0.9946790 0.0154482 0.0053210 0.9845518
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 4 90 22 733699 0.1538462 0.0001227 0.8461538 0.9998773
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43349 21183 280 669003 0.9935823 0.0306917 0.0064177 0.9693083
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102546 16150 0 615119 1.0000000 0.0255834 0.0000000 0.9744166
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18234 27449 183 687949 0.9900635 0.0383689 0.0099365 0.9616311
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 74090 32277 218 627230 0.9970663 0.0489411 0.0029337 0.9510589
dataset_name-Samusik_seed-42 cygate num-1 run0 15 MEP MEP 4931 4659 43 724182 0.9913550 0.0063923 0.0086450 0.9936077
dataset_name-Samusik_seed-42 cygate num-1 run0 16 MPP MPP 1058 4127 63 728567 0.9438002 0.0056326 0.0561998 0.9943674
dataset_name-Samusik_seed-42 cygate num-1 run0 17 Macrophages Macrophages 2438 5321 194 725862 0.9262918 0.0072772 0.0737082 0.9927228
dataset_name-Samusik_seed-42 cygate num-1 run0 18 NK cells NK cells 2800 4633 276 726106 0.9102731 0.0063402 0.0897269 0.9936598
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 6593 5360 1047 720815 0.8629581 0.0073811 0.1370419 0.9926189
dataset_name-Samusik_seed-42 cygate num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6440 1723 636 725016 0.9101187 0.0023709 0.0898813 0.9976291
dataset_name-Samusik_seed-42 cygate num-1 run0 21 Plasma Cells Plasma Cells 1509 739 65 731502 0.9587039 0.0010092 0.0412961 0.9989908
dataset_name-Samusik_seed-42 cygate num-1 run0 22 gd T cells gd T cells 318 1520 30 731947 0.9137931 0.0020723 0.0862069 0.9979277
dataset_name-Samusik_seed-42 cygate num-1 run0 23 mDCs mDCs 897 1003 62 731853 0.9353493 0.0013686 0.0646507 0.9986314
dataset_name-Samusik_seed-42 cygate num-1 run0 24 pDCs pDCs 22323 1723 1290 708479 0.9453691 0.0024261 0.0546309 0.9975739
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 70485 736 203471 459123 0.2572858 0.0016005 0.7427142 0.9983995
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 406 800 3357 701664 0.1078926 0.0011388 0.8921074 0.9988612
dataset_name-Samusik_seed-42 cygate num-2 run0 2 Basophils Basophils 3240 3528 239 699220 0.9313021 0.0050203 0.0686979 0.9949797
dataset_name-Samusik_seed-42 cygate num-2 run0 3 CD4 T cells CD4 T cells 4805 4992 117 696313 0.9762292 0.0071182 0.0237708 0.9928818
dataset_name-Samusik_seed-42 cygate num-2 run0 4 CD8 T cells CD8 T cells 10838 5089 46 690254 0.9957736 0.0073187 0.0042264 0.9926813
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 247 5291 199 700490 0.5538117 0.0074967 0.4461883 0.9925033
dataset_name-Samusik_seed-42 cygate num-2 run0 6 CMP CMP 1798 6418 14 697997 0.9922737 0.0091111 0.0077263 0.9908889
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 85240 31712 677 588598 0.9921203 0.0511228 0.0078797 0.9488772
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 42088 8944 3507 651688 0.9230837 0.0135386 0.0769163 0.9864614
dataset_name-Samusik_seed-42 cygate num-2 run0 9 GMP GMP 5188 7990 118 692931 0.9777610 0.0113993 0.0222390 0.9886007
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 8 910 18 705291 0.3076923 0.0012886 0.6923077 0.9987114
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 44500 23342 127 638258 0.9971542 0.0352811 0.0028458 0.9647189
dataset_name-Samusik_seed-42 cygate num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 105071 7947 6 593203 0.9999429 0.0132197 0.0000571 0.9867803
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19025 33180 123 653899 0.9935764 0.0482914 0.0064236 0.9517086
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 67561 21336 395 616935 0.9941874 0.0334278 0.0058126 0.9665722
dataset_name-Samusik_seed-42 cygate num-2 run0 15 MEP MEP 4771 4063 16 697377 0.9966576 0.0057924 0.0033424 0.9942076
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 977 3618 123 701509 0.8881818 0.0051310 0.1118182 0.9948690
dataset_name-Samusik_seed-42 cygate num-2 run0 17 Macrophages Macrophages 2373 4987 216 698651 0.9165701 0.0070875 0.0834299 0.9929125
dataset_name-Samusik_seed-42 cygate num-2 run0 18 NK cells NK cells 2650 4936 261 698380 0.9103401 0.0070182 0.0896599 0.9929818
dataset_name-Samusik_seed-42 cygate num-2 run0 19 NKT cells NKT cells 7100 5384 454 693289 0.9398994 0.0077060 0.0601006 0.9922940
dataset_name-Samusik_seed-42 cygate num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6659 1863 408 697297 0.9422669 0.0026646 0.0577331 0.9973354
dataset_name-Samusik_seed-42 cygate num-2 run0 21 Plasma Cells Plasma Cells 1451 538 92 704146 0.9403759 0.0007635 0.0596241 0.9992365
dataset_name-Samusik_seed-42 cygate num-2 run0 22 gd T cells gd T cells 315 1565 31 704316 0.9104046 0.0022171 0.0895954 0.9977829
dataset_name-Samusik_seed-42 cygate num-2 run0 23 mDCs mDCs 921 959 52 704295 0.9465570 0.0013598 0.0534430 0.9986402
dataset_name-Samusik_seed-42 cygate num-2 run0 24 pDCs pDCs 23092 1865 395 680875 0.9831822 0.0027316 0.0168178 0.9972684
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 73797 849 181115 450466 0.2894999 0.0018812 0.7105001 0.9981188
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 131 931 3766 728322 0.0336156 0.0012766 0.9663844 0.9987234
dataset_name-Samusik_seed-42 cygate num-3 run0 2 Basophils Basophils 3281 3709 406 725754 0.8898834 0.0050846 0.1101166 0.9949154
dataset_name-Samusik_seed-42 cygate num-3 run0 3 CD4 T cells CD4 T cells 4981 5212 86 722871 0.9830274 0.0071585 0.0169726 0.9928415
dataset_name-Samusik_seed-42 cygate num-3 run0 4 CD8 T cells CD8 T cells 11141 6269 15 715725 0.9986554 0.0086829 0.0013446 0.9913171
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 332 5375 96 727347 0.7757009 0.0073357 0.2242991 0.9926643
dataset_name-Samusik_seed-42 cygate num-3 run0 6 CMP CMP 1840 6747 2 724561 0.9989142 0.0092259 0.0010858 0.9907741
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 85485 31457 437 615771 0.9949140 0.0486027 0.0050860 0.9513973
dataset_name-Samusik_seed-42 cygate num-3 run0 8 Eosinophils Eosinophils 43510 9116 5111 675413 0.8948808 0.0133172 0.1051192 0.9866828
dataset_name-Samusik_seed-42 cygate num-3 run0 9 GMP GMP 5463 11964 6 715717 0.9989029 0.0164413 0.0010971 0.9835587
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC 0 126 28 732996 0.0000000 0.0001719 1.0000000 0.9998281
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45156 23100 265 664629 0.9941657 0.0335888 0.0058343 0.9664112
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99919 15100 23 618108 0.9997699 0.0238468 0.0002301 0.9761532
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19290 40092 240 673528 0.9877112 0.0561812 0.0122888 0.9438188
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71320 33497 523 627810 0.9927202 0.0506527 0.0072798 0.9493473
dataset_name-Samusik_seed-42 cygate num-3 run0 15 MEP MEP 4939 4797 40 723374 0.9919663 0.0065877 0.0080337 0.9934123
dataset_name-Samusik_seed-42 cygate num-3 run0 16 MPP MPP 1035 3115 85 728915 0.9241071 0.0042553 0.0758929 0.9957447
dataset_name-Samusik_seed-42 cygate num-3 run0 17 Macrophages Macrophages 2497 5652 206 724795 0.9237884 0.0077377 0.0762116 0.9922623
dataset_name-Samusik_seed-42 cygate num-3 run0 18 NK cells NK cells 2788 4923 264 725175 0.9134993 0.0067429 0.0865007 0.9932571
dataset_name-Samusik_seed-42 cygate num-3 run0 19 NKT cells NKT cells 6509 5225 1163 720253 0.8484098 0.0072021 0.1515902 0.9927979
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 2336 966 4432 725416 0.3451537 0.0013299 0.6548463 0.9986701
dataset_name-Samusik_seed-42 cygate num-3 run0 21 Plasma Cells Plasma Cells 1235 836 18 731061 0.9856345 0.0011422 0.0143655 0.9988578
dataset_name-Samusik_seed-42 cygate num-3 run0 22 gd T cells gd T cells 313 1216 42 731579 0.8816901 0.0016594 0.1183099 0.9983406
dataset_name-Samusik_seed-42 cygate num-3 run0 23 mDCs mDCs 913 810 54 731373 0.9441572 0.0011063 0.0558428 0.9988937
dataset_name-Samusik_seed-42 cygate num-3 run0 24 pDCs pDCs 22979 1974 800 707397 0.9663569 0.0027827 0.0336431 0.9972173
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 72875 673 204774 454828 0.2624717 0.0014775 0.7375283 0.9985225
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 174 410 3587 717398 0.0462643 0.0005712 0.9537357 0.9994288
dataset_name-Samusik_seed-42 cygate num-4 run0 2 Basophils Basophils 3407 3686 198 714278 0.9450763 0.0051340 0.0549237 0.9948660
dataset_name-Samusik_seed-42 cygate num-4 run0 3 CD4 T cells CD4 T cells 5036 5260 75 711198 0.9853258 0.0073417 0.0146742 0.9926583
dataset_name-Samusik_seed-42 cygate num-4 run0 4 CD8 T cells CD8 T cells 11201 6224 32 704112 0.9971513 0.0087621 0.0028487 0.9912379
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 342 5194 92 715941 0.7880184 0.0072025 0.2119816 0.9927975
dataset_name-Samusik_seed-42 cygate num-4 run0 6 CMP CMP 1831 6464 4 713270 0.9978202 0.0089811 0.0021798 0.9910189
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 85607 34887 474 600601 0.9944936 0.0548980 0.0055064 0.9451020
dataset_name-Samusik_seed-42 cygate num-4 run0 8 Eosinophils Eosinophils 44827 9647 3451 663644 0.9285182 0.0143281 0.0714818 0.9856719
dataset_name-Samusik_seed-42 cygate num-4 run0 9 GMP GMP 5397 10943 21 705208 0.9961240 0.0152803 0.0038760 0.9847197
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 5 421 19 721124 0.2083333 0.0005835 0.7916667 0.9994165
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43751 22757 249 654812 0.9943409 0.0335862 0.0056591 0.9664138
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102700 15805 7 603057 0.9999318 0.0255388 0.0000682 0.9744612
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18584 34845 164 667976 0.9912524 0.0495788 0.0087476 0.9504212
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 67807 21110 303 632349 0.9955513 0.0323050 0.0044487 0.9676950
dataset_name-Samusik_seed-42 cygate num-4 run0 15 MEP MEP 4870 4745 15 711939 0.9969294 0.0066208 0.0030706 0.9933792
dataset_name-Samusik_seed-42 cygate num-4 run0 16 MPP MPP 963 2707 162 717737 0.8560000 0.0037574 0.1440000 0.9962426
dataset_name-Samusik_seed-42 cygate num-4 run0 17 Macrophages Macrophages 2447 5249 198 713675 0.9251418 0.0073012 0.0748582 0.9926988
dataset_name-Samusik_seed-42 cygate num-4 run0 18 NK cells NK cells 2445 4242 310 714572 0.8874773 0.0059014 0.1125227 0.9940986
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 6451 5295 1120 708703 0.8520671 0.0074160 0.1479329 0.9925840
dataset_name-Samusik_seed-42 cygate num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6633 1671 317 712948 0.9543885 0.0023383 0.0456115 0.9976617
dataset_name-Samusik_seed-42 cygate num-4 run0 21 Plasma Cells Plasma Cells 1466 927 32 719144 0.9786382 0.0012874 0.0213618 0.9987126
dataset_name-Samusik_seed-42 cygate num-4 run0 22 gd T cells gd T cells 330 1519 31 719689 0.9141274 0.0021062 0.0858726 0.9978938
dataset_name-Samusik_seed-42 cygate num-4 run0 23 mDCs mDCs 886 923 57 719703 0.9395546 0.0012808 0.0604454 0.9987192
dataset_name-Samusik_seed-42 cygate num-4 run0 24 pDCs pDCs 23016 1987 786 695780 0.9669776 0.0028477 0.0330224 0.9971523
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 73781 694 195908 451186 0.2735781 0.0015358 0.7264219 0.9984642
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 136 397 3683 734046 0.0356114 0.0005405 0.9643886 0.9994595
dataset_name-Samusik_seed-42 cygate num-5 run0 2 Basophils Basophils 3226 3191 400 731445 0.8896856 0.0043436 0.1103144 0.9956564
dataset_name-Samusik_seed-42 cygate num-5 run0 3 CD4 T cells CD4 T cells 5129 5354 94 727685 0.9820027 0.0073038 0.0179973 0.9926962
dataset_name-Samusik_seed-42 cygate num-5 run0 4 CD8 T cells CD8 T cells 11486 6250 50 720476 0.9956657 0.0086002 0.0043343 0.9913998
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 359 5467 82 732354 0.8140590 0.0074097 0.1859410 0.9925903
dataset_name-Samusik_seed-42 cygate num-5 run0 6 CMP CMP 1842 6913 3 729504 0.9983740 0.0093873 0.0016260 0.9906127
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 87576 36510 362 613814 0.9958835 0.0561412 0.0041165 0.9438588
dataset_name-Samusik_seed-42 cygate num-5 run0 8 Eosinophils Eosinophils 43831 9145 4717 680569 0.9028384 0.0132591 0.0971616 0.9867409
dataset_name-Samusik_seed-42 cygate num-5 run0 9 GMP GMP 5333 9607 74 723248 0.9863140 0.0131090 0.0136860 0.9868910
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC 0 470 27 737765 0.0000000 0.0006367 1.0000000 0.9993633
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45750 25361 119 667032 0.9974057 0.0366280 0.0025943 0.9633720
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 106062 17413 0 614787 1.0000000 0.0275435 0.0000000 0.9724565
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18677 35664 193 683728 0.9897721 0.0495752 0.0102279 0.9504248
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71328 27809 153 638972 0.9978596 0.0417063 0.0021404 0.9582937
dataset_name-Samusik_seed-42 cygate num-5 run0 15 MEP MEP 4840 4427 45 728950 0.9907881 0.0060365 0.0092119 0.9939635
dataset_name-Samusik_seed-42 cygate num-5 run0 16 MPP MPP 1077 3246 60 733879 0.9472296 0.0044036 0.0527704 0.9955964
dataset_name-Samusik_seed-42 cygate num-5 run0 17 Macrophages Macrophages 2282 4967 251 730762 0.9009080 0.0067511 0.0990920 0.9932489
dataset_name-Samusik_seed-42 cygate num-5 run0 18 NK cells NK cells 2649 4759 267 730587 0.9084362 0.0064718 0.0915638 0.9935282
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 6605 5366 1092 725199 0.8581265 0.0073450 0.1418735 0.9926550
dataset_name-Samusik_seed-42 cygate num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 7141 1925 310 728886 0.9583948 0.0026341 0.0416052 0.9973659
dataset_name-Samusik_seed-42 cygate num-5 run0 21 Plasma Cells Plasma Cells 1474 515 91 736182 0.9418530 0.0006991 0.0581470 0.9993009
dataset_name-Samusik_seed-42 cygate num-5 run0 22 gd T cells gd T cells 314 1494 32 736422 0.9075145 0.0020246 0.0924855 0.9979754
dataset_name-Samusik_seed-42 cygate num-5 run0 23 mDCs mDCs 906 898 76 736382 0.9226069 0.0012180 0.0773931 0.9987820
dataset_name-Samusik_seed-42 cygate num-5 run0 24 pDCs pDCs 23330 2130 728 712074 0.9697398 0.0029823 0.0302602 0.9970177
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 67322 309 206678 463953 0.2457007 0.0006656 0.7542993 0.9993344
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1671 477 2124 751631 0.4403162 0.0006342 0.5596838 0.9993658
dataset_name-Samusik_seed-42 dgcytof num-1 run0 2 Basophils Basophils 3101 1107 562 751133 0.8465738 0.0014716 0.1534262 0.9985284
dataset_name-Samusik_seed-42 dgcytof num-1 run0 3 CD4 T cells CD4 T cells 3629 436 1444 750394 0.7153558 0.0005807 0.2846442 0.9994193
dataset_name-Samusik_seed-42 dgcytof num-1 run0 4 CD8 T cells CD8 T cells 9832 974 1127 743970 0.8971621 0.0013075 0.1028379 0.9986925
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 93 97 341 755372 0.2142857 0.0001284 0.7857143 0.9998716
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 608 262 1260 753773 0.3254818 0.0003475 0.6745182 0.9996525
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 86430 8463 4145 656865 0.9542368 0.0127200 0.0457632 0.9872800
dataset_name-Samusik_seed-42 dgcytof num-1 run0 8 Eosinophils Eosinophils 43956 2112 3293 706542 0.9303054 0.0029803 0.0696946 0.9970197
dataset_name-Samusik_seed-42 dgcytof num-1 run0 9 GMP GMP 4108 1879 1530 748386 0.7286272 0.0025044 0.2713728 0.9974956
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 3 11 23 755866 0.1153846 0.0000146 0.8846154 0.9999854
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 40432 5015 3198 707258 0.9267018 0.0070408 0.0732982 0.9929592
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101992 6817 580 646514 0.9943454 0.0104342 0.0056546 0.9895658
dataset_name-Samusik_seed-42 dgcytof num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16850 4923 1567 732563 0.9149156 0.0066754 0.0850844 0.9933246
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 72180 7306 3515 672902 0.9535636 0.0107408 0.0464364 0.9892592
dataset_name-Samusik_seed-42 dgcytof num-1 run0 15 MEP MEP 4136 2373 838 748556 0.8315239 0.0031601 0.1684761 0.9968399
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 409 103 712 754679 0.3648528 0.0001365 0.6351472 0.9998635
dataset_name-Samusik_seed-42 dgcytof num-1 run0 17 Macrophages Macrophages 1430 892 1207 752374 0.5422829 0.0011842 0.4577171 0.9988158
dataset_name-Samusik_seed-42 dgcytof num-1 run0 18 NK cells NK cells 1943 385 1135 752440 0.6312541 0.0005114 0.3687459 0.9994886
dataset_name-Samusik_seed-42 dgcytof num-1 run0 19 NKT cells NKT cells 7216 1511 424 746752 0.9445026 0.0020193 0.0554974 0.9979807
dataset_name-Samusik_seed-42 dgcytof num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6796 1159 281 747667 0.9602939 0.0015478 0.0397061 0.9984522
dataset_name-Samusik_seed-42 dgcytof num-1 run0 21 Plasma Cells Plasma Cells 1323 271 252 754057 0.8400000 0.0003593 0.1600000 0.9996407
dataset_name-Samusik_seed-42 dgcytof num-1 run0 22 gd T cells gd T cells 202 51 147 755503 0.5787966 0.0000675 0.4212034 0.9999325
dataset_name-Samusik_seed-42 dgcytof num-1 run0 23 mDCs mDCs 153 63 827 754860 0.1561224 0.0000835 0.8438776 0.9999165
dataset_name-Samusik_seed-42 dgcytof num-1 run0 24 pDCs pDCs 23185 1278 431 731009 0.9817497 0.0017452 0.0182503 0.9982548
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 245780 30480 47482 432161 0.8380902 0.0658826 0.1619098 0.9341174
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1301 430 2463 756737 0.3456429 0.0005679 0.6543571 0.9994321
dataset_name-Samusik_seed-42 dgcytof num-2 run0 2 Basophils Basophils 2530 616 971 756814 0.7226507 0.0008133 0.2773493 0.9991867
dataset_name-Samusik_seed-42 dgcytof num-2 run0 3 CD4 T cells CD4 T cells 3895 1115 1029 754892 0.7910236 0.0014749 0.2089764 0.9985251
dataset_name-Samusik_seed-42 dgcytof num-2 run0 4 CD8 T cells CD8 T cells 10362 1960 522 748087 0.9520397 0.0026132 0.0479603 0.9973868
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 7 28 439 760457 0.0156951 0.0000368 0.9843049 0.9999632
dataset_name-Samusik_seed-42 dgcytof num-2 run0 6 CMP CMP 944 502 868 758617 0.5209713 0.0006613 0.4790287 0.9993387
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 88118 13429 1608 657776 0.9820788 0.0200073 0.0179212 0.9799927
dataset_name-Samusik_seed-42 dgcytof num-2 run0 8 Eosinophils Eosinophils 44568 5193 1164 710006 0.9745474 0.0072609 0.0254526 0.9927391
dataset_name-Samusik_seed-42 dgcytof num-2 run0 9 GMP GMP 4253 2325 1053 753300 0.8015454 0.0030769 0.1984546 0.9969231
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 1 7 25 760898 0.0384615 0.0000092 0.9615385 0.9999908
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 40842 7642 3805 708642 0.9147759 0.0106690 0.0852241 0.9893310
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102875 6385 2562 649109 0.9757011 0.0097407 0.0242989 0.9902593
dataset_name-Samusik_seed-42 dgcytof num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 16673 3690 2483 738085 0.8703800 0.0049746 0.1296200 0.9950254
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70139 6550 5232 679010 0.9305834 0.0095542 0.0694166 0.9904458
dataset_name-Samusik_seed-42 dgcytof num-2 run0 15 MEP MEP 2972 1191 1815 754953 0.6208481 0.0015751 0.3791519 0.9984249
dataset_name-Samusik_seed-42 dgcytof num-2 run0 16 MPP MPP 544 186 556 759645 0.4945455 0.0002448 0.5054545 0.9997552
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 1018 677 1576 757660 0.3924441 0.0008927 0.6075559 0.9991073
dataset_name-Samusik_seed-42 dgcytof num-2 run0 18 NK cells NK cells 2385 793 527 757226 0.8190247 0.0010461 0.1809753 0.9989539
dataset_name-Samusik_seed-42 dgcytof num-2 run0 19 NKT cells NKT cells 6245 495 1309 752882 0.8267143 0.0006570 0.1732857 0.9993430
dataset_name-Samusik_seed-42 dgcytof num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6808 1403 281 752439 0.9603611 0.0018611 0.0396389 0.9981389
dataset_name-Samusik_seed-42 dgcytof num-2 run0 21 Plasma Cells Plasma Cells 1052 241 493 759145 0.6809061 0.0003174 0.3190939 0.9996826
dataset_name-Samusik_seed-42 dgcytof num-2 run0 22 gd T cells gd T cells 177 63 170 760521 0.5100865 0.0000828 0.4899135 0.9999172
dataset_name-Samusik_seed-42 dgcytof num-2 run0 23 mDCs mDCs 683 483 306 759459 0.6905966 0.0006356 0.3094034 0.9993644
dataset_name-Samusik_seed-42 dgcytof num-2 run0 24 pDCs pDCs 23068 1158 543 736162 0.9770022 0.0015706 0.0229978 0.9984294
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 241837 31072 55834 432188 0.8124305 0.0670725 0.1875695 0.9329275
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1374 443 2523 752748 0.3525789 0.0005882 0.6474211 0.9994118
dataset_name-Samusik_seed-42 dgcytof num-3 run0 2 Basophils Basophils 3061 973 638 752416 0.8275210 0.0012915 0.1724790 0.9987085
dataset_name-Samusik_seed-42 dgcytof num-3 run0 3 CD4 T cells CD4 T cells 4504 1479 563 750542 0.8888889 0.0019667 0.1111111 0.9980333
dataset_name-Samusik_seed-42 dgcytof num-3 run0 4 CD8 T cells CD8 T cells 10574 1832 582 744100 0.9478308 0.0024560 0.0521692 0.9975440
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 117 186 311 756474 0.2733645 0.0002458 0.7266355 0.9997542
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 787 231 1055 755015 0.4272530 0.0003059 0.5727470 0.9996941
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 85492 9585 2102 659909 0.9760029 0.0143168 0.0239971 0.9856832
dataset_name-Samusik_seed-42 dgcytof num-3 run0 8 Eosinophils Eosinophils 47087 3638 1758 704605 0.9640086 0.0051367 0.0359914 0.9948633
dataset_name-Samusik_seed-42 dgcytof num-3 run0 9 GMP GMP 3016 924 2453 750695 0.5514719 0.0012293 0.4485281 0.9987707
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42746 5915 2675 705752 0.9411065 0.0083115 0.0588935 0.9916885
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 98269 4851 1704 652264 0.9829554 0.0073823 0.0170446 0.9926177
dataset_name-Samusik_seed-42 dgcytof num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 17531 4119 1999 733439 0.8976446 0.0055846 0.1023554 0.9944154
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 69939 6192 3816 677141 0.9482611 0.0090615 0.0517389 0.9909385
dataset_name-Samusik_seed-42 dgcytof num-3 run0 15 MEP MEP 3442 1529 1537 750580 0.6913035 0.0020330 0.3086965 0.9979670
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 573 250 547 755718 0.5116071 0.0003307 0.4883929 0.9996693
dataset_name-Samusik_seed-42 dgcytof num-3 run0 17 Macrophages Macrophages 1923 1212 784 753169 0.7103805 0.0016066 0.2896195 0.9983934
dataset_name-Samusik_seed-42 dgcytof num-3 run0 18 NK cells NK cells 2299 697 753 753339 0.7532765 0.0009244 0.2467235 0.9990756
dataset_name-Samusik_seed-42 dgcytof num-3 run0 19 NKT cells NKT cells 6788 968 884 748448 0.8847758 0.0012917 0.1152242 0.9987083
dataset_name-Samusik_seed-42 dgcytof num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6798 1295 144 748851 0.9792567 0.0017263 0.0207433 0.9982737
dataset_name-Samusik_seed-42 dgcytof num-3 run0 21 Plasma Cells Plasma Cells 1191 284 62 755551 0.9505188 0.0003757 0.0494812 0.9996243
dataset_name-Samusik_seed-42 dgcytof num-3 run0 22 gd T cells gd T cells 226 114 129 756619 0.6366197 0.0001506 0.3633803 0.9998494
dataset_name-Samusik_seed-42 dgcytof num-3 run0 23 mDCs mDCs 563 215 409 755901 0.5792181 0.0002843 0.4207819 0.9997157
dataset_name-Samusik_seed-42 dgcytof num-3 run0 24 pDCs pDCs 23189 1092 593 732214 0.9750652 0.0014891 0.0249348 0.9985109
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 249964 27611 47586 431927 0.8400739 0.0600843 0.1599261 0.9399157
dataset_name-Samusik_seed-42 dgcytof num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 2047 767 1714 753610 0.5442701 0.0010167 0.4557299 0.9989833
dataset_name-Samusik_seed-42 dgcytof num-4 run0 2 Basophils Basophils 2870 704 747 753817 0.7934753 0.0009330 0.2065247 0.9990670
dataset_name-Samusik_seed-42 dgcytof num-4 run0 3 CD4 T cells CD4 T cells 3720 839 1392 752187 0.7276995 0.0011142 0.2723005 0.9988858
dataset_name-Samusik_seed-42 dgcytof num-4 run0 4 CD8 T cells CD8 T cells 10864 1839 370 745065 0.9670643 0.0024622 0.0329357 0.9975378
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 47 80 387 757624 0.1082949 0.0001056 0.8917051 0.9998944
dataset_name-Samusik_seed-42 dgcytof num-4 run0 6 CMP CMP 704 261 1131 756042 0.3836512 0.0003451 0.6163488 0.9996549
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 82438 6988 5766 662946 0.9346288 0.0104309 0.0653712 0.9895691
dataset_name-Samusik_seed-42 dgcytof num-4 run0 8 Eosinophils Eosinophils 47134 4822 1450 704732 0.9701548 0.0067958 0.0298452 0.9932042
dataset_name-Samusik_seed-42 dgcytof num-4 run0 9 GMP GMP 4028 1808 1390 750912 0.7434478 0.0024020 0.2565522 0.9975980
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 3 5 21 758109 0.1250000 0.0000066 0.8750000 0.9999934
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41792 7246 2208 706892 0.9498182 0.0101465 0.0501818 0.9898535
dataset_name-Samusik_seed-42 dgcytof num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 98904 2994 3831 652409 0.9627099 0.0045682 0.0372901 0.9954318
dataset_name-Samusik_seed-42 dgcytof num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 15700 2886 3048 736504 0.8374227 0.0039032 0.1625773 0.9960968
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 71638 6879 3811 675810 0.9494891 0.0100763 0.0505109 0.9899237
dataset_name-Samusik_seed-42 dgcytof num-4 run0 15 MEP MEP 4191 2341 694 750912 0.8579324 0.0031079 0.1420676 0.9968921
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 517 183 608 756830 0.4595556 0.0002417 0.5404444 0.9997583
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 717 704 1933 754784 0.2705660 0.0009318 0.7294340 0.9990682
dataset_name-Samusik_seed-42 dgcytof num-4 run0 18 NK cells NK cells 2257 553 534 754794 0.8086707 0.0007321 0.1913293 0.9992679
dataset_name-Samusik_seed-42 dgcytof num-4 run0 19 NKT cells NKT cells 6552 613 1019 749954 0.8654075 0.0008167 0.1345925 0.9991833
dataset_name-Samusik_seed-42 dgcytof num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 7062 1769 75 749232 0.9894914 0.0023555 0.0105086 0.9976445
dataset_name-Samusik_seed-42 dgcytof num-4 run0 21 Plasma Cells Plasma Cells 1121 196 377 756444 0.7483311 0.0002590 0.2516689 0.9997410
dataset_name-Samusik_seed-42 dgcytof num-4 run0 22 gd T cells gd T cells 199 90 162 757687 0.5512465 0.0001188 0.4487535 0.9998812
dataset_name-Samusik_seed-42 dgcytof num-4 run0 23 mDCs mDCs 629 300 326 756883 0.6586387 0.0003962 0.3413613 0.9996038
dataset_name-Samusik_seed-42 dgcytof num-4 run0 24 pDCs pDCs 23153 1382 651 732952 0.9726517 0.0018820 0.0273483 0.9981180
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 250282 33320 45924 428612 0.8449593 0.0721318 0.1550407 0.9278682
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1706 558 2113 759985 0.4467138 0.0007337 0.5532862 0.9992663
dataset_name-Samusik_seed-42 dgcytof num-5 run0 2 Basophils Basophils 2834 662 801 760065 0.7796424 0.0008702 0.2203576 0.9991298
dataset_name-Samusik_seed-42 dgcytof num-5 run0 3 CD4 T cells CD4 T cells 4848 2322 375 756817 0.9282022 0.0030587 0.0717978 0.9969413
dataset_name-Samusik_seed-42 dgcytof num-5 run0 4 CD8 T cells CD8 T cells 10306 1113 1232 751711 0.8932224 0.0014784 0.1067776 0.9985216
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 35 27 406 763894 0.0793651 0.0000353 0.9206349 0.9999647
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 644 184 1201 762333 0.3490515 0.0002413 0.6509485 0.9997587
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 86142 7239 3122 667859 0.9650251 0.0107229 0.0349749 0.9892771
dataset_name-Samusik_seed-42 dgcytof num-5 run0 8 Eosinophils Eosinophils 46990 3743 1701 711928 0.9650654 0.0052301 0.0349346 0.9947699
dataset_name-Samusik_seed-42 dgcytof num-5 run0 9 GMP GMP 3980 1748 1427 757207 0.7360829 0.0023032 0.2639171 0.9976968
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41861 5402 4008 713091 0.9126207 0.0075185 0.0873793 0.9924815
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 103153 4346 2948 653915 0.9722152 0.0066022 0.0277848 0.9933978
dataset_name-Samusik_seed-42 dgcytof num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 15508 2342 3362 743150 0.8218336 0.0031415 0.1781664 0.9968585
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 72838 9702 1392 680430 0.9812475 0.0140582 0.0187525 0.9859418
dataset_name-Samusik_seed-42 dgcytof num-5 run0 15 MEP MEP 3755 1755 1130 757722 0.7686796 0.0023108 0.2313204 0.9976892
dataset_name-Samusik_seed-42 dgcytof num-5 run0 16 MPP MPP 526 259 611 762966 0.4626209 0.0003393 0.5373791 0.9996607
dataset_name-Samusik_seed-42 dgcytof num-5 run0 17 Macrophages Macrophages 1772 1203 767 760620 0.6979126 0.0015791 0.3020874 0.9984209
dataset_name-Samusik_seed-42 dgcytof num-5 run0 18 NK cells NK cells 2516 1100 400 760346 0.8628258 0.0014446 0.1371742 0.9985554
dataset_name-Samusik_seed-42 dgcytof num-5 run0 19 NKT cells NKT cells 6253 426 1444 756239 0.8123944 0.0005630 0.1876056 0.9994370
dataset_name-Samusik_seed-42 dgcytof num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 7026 1194 427 755715 0.9427076 0.0015775 0.0572924 0.9984225
dataset_name-Samusik_seed-42 dgcytof num-5 run0 21 Plasma Cells Plasma Cells 1130 244 435 762553 0.7220447 0.0003199 0.2779553 0.9996801
dataset_name-Samusik_seed-42 dgcytof num-5 run0 22 gd T cells gd T cells 180 40 166 763976 0.5202312 0.0000524 0.4797688 0.9999476
dataset_name-Samusik_seed-42 dgcytof num-5 run0 23 mDCs mDCs 535 153 454 763220 0.5409505 0.0002004 0.4590495 0.9997996
dataset_name-Samusik_seed-42 dgcytof num-5 run0 24 pDCs pDCs 23565 1882 495 738420 0.9794264 0.0025422 0.0205736 0.9974578
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 248799 29816 47016 438731 0.8410628 0.0636350 0.1589372 0.9363650
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 19 379 2462 571418 0.0076582 0.0006628 0.9923418 0.9993372
dataset_name-Samusik_seed-42 lda num-1 run0 2 Basophils Basophils 2762 2787 715 568014 0.7943630 0.0048826 0.2056370 0.9951174
dataset_name-Samusik_seed-42 lda num-1 run0 3 CD4 T cells CD4 T cells 4454 4238 512 565074 0.8968989 0.0074441 0.1031011 0.9925559
dataset_name-Samusik_seed-42 lda num-1 run0 4 CD8 T cells CD8 T cells 9263 3382 1419 560214 0.8671597 0.0060008 0.1328403 0.9939992
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 110 1729 231 572208 0.3225806 0.0030125 0.6774194 0.9969875
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 508 2971 927 569872 0.3540070 0.0051864 0.6459930 0.9948136
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 32748 21273 20560 499697 0.6143168 0.0408334 0.3856832 0.9591666
dataset_name-Samusik_seed-42 lda num-1 run0 8 Eosinophils Eosinophils 33234 5985 7485 527574 0.8161792 0.0112171 0.1838208 0.9887829
dataset_name-Samusik_seed-42 lda num-1 run0 9 GMP GMP 3046 6005 1877 563350 0.6187284 0.0105470 0.3812716 0.9894530
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 3 244 20 574011 0.1304348 0.0004249 0.8695652 0.9995751
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 6343 6887 11080 549968 0.3640590 0.0123677 0.6359410 0.9876323
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 84172 6102 3675 480329 0.9581659 0.0125444 0.0418341 0.9874556
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 853 2556 7994 562875 0.0964169 0.0045204 0.9035831 0.9954796
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 52657 20707 6829 494085 0.8851999 0.0402240 0.1148001 0.9597760
dataset_name-Samusik_seed-42 lda num-1 run0 15 MEP MEP 2897 5278 1881 564222 0.6063206 0.0092678 0.3936794 0.9907322
dataset_name-Samusik_seed-42 lda num-1 run0 16 MPP MPP 377 3125 476 570300 0.4419695 0.0054497 0.5580305 0.9945503
dataset_name-Samusik_seed-42 lda num-1 run0 17 Macrophages Macrophages 1764 2267 731 569516 0.7070140 0.0039648 0.2929860 0.9960352
dataset_name-Samusik_seed-42 lda num-1 run0 18 NK cells NK cells 2405 5138 496 566239 0.8290245 0.0089923 0.1709755 0.9910077
dataset_name-Samusik_seed-42 lda num-1 run0 19 NKT cells NKT cells 5587 5818 1708 561165 0.7658670 0.0102613 0.2341330 0.9897387
dataset_name-Samusik_seed-42 lda num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5807 2153 872 565446 0.8694415 0.0037932 0.1305585 0.9962068
dataset_name-Samusik_seed-42 lda num-1 run0 21 Plasma Cells Plasma Cells 1538 317 34 572389 0.9783715 0.0005535 0.0216285 0.9994465
dataset_name-Samusik_seed-42 lda num-1 run0 22 gd T cells gd T cells 308 1187 35 572748 0.8979592 0.0020682 0.1020408 0.9979318
dataset_name-Samusik_seed-42 lda num-1 run0 23 mDCs mDCs 845 1039 125 572269 0.8711340 0.0018123 0.1288660 0.9981877
dataset_name-Samusik_seed-42 lda num-1 run0 24 pDCs pDCs 18247 1483 4647 549901 0.7970211 0.0026896 0.2029789 0.9973104
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 130453 60828 97087 285910 0.5733190 0.1754293 0.4266810 0.8245707
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 34 810 1750 535710 0.0190583 0.0015097 0.9809417 0.9984903
dataset_name-Samusik_seed-42 lda num-2 run0 2 Basophils Basophils 1729 1445 1525 533605 0.5313460 0.0027007 0.4686540 0.9972993
dataset_name-Samusik_seed-42 lda num-2 run0 3 CD4 T cells CD4 T cells 3984 3583 758 529979 0.8401518 0.0067152 0.1598482 0.9932848
dataset_name-Samusik_seed-42 lda num-2 run0 4 CD8 T cells CD8 T cells 8029 2742 2414 525119 0.7688404 0.0051945 0.2311596 0.9948055
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 49 1103 282 536870 0.1480363 0.0020503 0.8519637 0.9979497
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 199 1169 1048 535888 0.1595830 0.0021767 0.8404170 0.9978233
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 14639 11108 37604 474953 0.2802098 0.0228531 0.7197902 0.9771469
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 31739 6593 6639 493333 0.8270103 0.0131880 0.1729897 0.9868120
dataset_name-Samusik_seed-42 lda num-2 run0 9 GMP GMP 934 1760 3080 532530 0.2326856 0.0032941 0.7673144 0.9967059
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 2 134 24 538144 0.0769231 0.0002489 0.9230769 0.9997511
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 5856 7259 4855 520334 0.5467277 0.0137587 0.4532723 0.9862413
dataset_name-Samusik_seed-42 lda num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 80447 5222 4591 448044 0.9460124 0.0115208 0.0539876 0.9884792
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 359 937 3838 533170 0.0855373 0.0017543 0.9144627 0.9982457
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 29819 10162 24089 474234 0.5531461 0.0209787 0.4468539 0.9790213
dataset_name-Samusik_seed-42 lda num-2 run0 15 MEP MEP 2090 3046 2460 530708 0.4593407 0.0057067 0.5406593 0.9942933
dataset_name-Samusik_seed-42 lda num-2 run0 16 MPP MPP 354 3495 437 534018 0.4475348 0.0065022 0.5524652 0.9934978
dataset_name-Samusik_seed-42 lda num-2 run0 17 Macrophages Macrophages 1902 2407 464 533531 0.8038884 0.0044912 0.1961116 0.9955088
dataset_name-Samusik_seed-42 lda num-2 run0 18 NK cells NK cells 1942 4283 798 531281 0.7087591 0.0079972 0.2912409 0.9920028
dataset_name-Samusik_seed-42 lda num-2 run0 19 NKT cells NKT cells 5194 5292 1883 525935 0.7339268 0.0099618 0.2660732 0.9900382
dataset_name-Samusik_seed-42 lda num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5729 2396 1072 529107 0.8423761 0.0045080 0.1576239 0.9954920
dataset_name-Samusik_seed-42 lda num-2 run0 21 Plasma Cells Plasma Cells 1406 246 131 536521 0.9147690 0.0004583 0.0852310 0.9995417
dataset_name-Samusik_seed-42 lda num-2 run0 22 gd T cells gd T cells 280 965 54 537005 0.8383234 0.0017938 0.1616766 0.9982062
dataset_name-Samusik_seed-42 lda num-2 run0 23 mDCs mDCs 769 720 202 536613 0.7919670 0.0013400 0.2080330 0.9986600
dataset_name-Samusik_seed-42 lda num-2 run0 24 pDCs pDCs 17470 1298 5298 514238 0.7673050 0.0025178 0.2326950 0.9974822
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 151107 94067 66946 226184 0.6929829 0.2937290 0.3070171 0.7062710
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 37 748 1978 526618 0.0183623 0.0014184 0.9816377 0.9985816
dataset_name-Samusik_seed-42 lda num-3 run0 2 Basophils Basophils 2884 3017 647 522833 0.8167658 0.0057374 0.1832342 0.9942626
dataset_name-Samusik_seed-42 lda num-3 run0 3 CD4 T cells CD4 T cells 4292 3991 644 520454 0.8695300 0.0076099 0.1304700 0.9923901
dataset_name-Samusik_seed-42 lda num-3 run0 4 CD8 T cells CD8 T cells 9779 3874 1181 514547 0.8922445 0.0074727 0.1077555 0.9925273
dataset_name-Samusik_seed-42 lda num-3 run0 5 CLP CLP 101 2141 226 526913 0.3088685 0.0040468 0.6911315 0.9959532
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 326 1918 1069 526068 0.2336918 0.0036327 0.7663082 0.9963673
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 17970 10915 21850 478646 0.4512808 0.0222955 0.5487192 0.9777045
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 34699 6548 7861 480273 0.8152961 0.0134505 0.1847039 0.9865495
dataset_name-Samusik_seed-42 lda num-3 run0 9 GMP GMP 2426 5430 2091 519434 0.5370821 0.0103455 0.4629179 0.9896545
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 2 212 22 529145 0.0833333 0.0004005 0.9166667 0.9995995
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 2824 2329 10056 514172 0.2192547 0.0045092 0.7807453 0.9954908
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82641 6021 1623 439096 0.9807391 0.0135268 0.0192609 0.9864732
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 1090 3684 5492 519115 0.1656032 0.0070467 0.8343968 0.9929533
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 46080 18344 6397 458560 0.8780990 0.0384648 0.1219010 0.9615352
dataset_name-Samusik_seed-42 lda num-3 run0 15 MEP MEP 2759 4911 2039 519672 0.5750313 0.0093617 0.4249687 0.9906383
dataset_name-Samusik_seed-42 lda num-3 run0 16 MPP MPP 334 3425 512 525110 0.3947991 0.0064802 0.6052009 0.9935198
dataset_name-Samusik_seed-42 lda num-3 run0 17 Macrophages Macrophages 2569 3545 80 523187 0.9697999 0.0067302 0.0302001 0.9932698
dataset_name-Samusik_seed-42 lda num-3 run0 18 NK cells NK cells 2315 5223 561 521282 0.8049374 0.0099201 0.1950626 0.9900799
dataset_name-Samusik_seed-42 lda num-3 run0 19 NKT cells NKT cells 5460 5383 1867 516671 0.7451890 0.0103112 0.2548110 0.9896888
dataset_name-Samusik_seed-42 lda num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 4909 1544 1276 521652 0.7936944 0.0029511 0.2063056 0.9970489
dataset_name-Samusik_seed-42 lda num-3 run0 21 Plasma Cells Plasma Cells 1208 236 36 527901 0.9710611 0.0004469 0.0289389 0.9995531
dataset_name-Samusik_seed-42 lda num-3 run0 22 gd T cells gd T cells 235 613 105 528428 0.6911765 0.0011587 0.3088235 0.9988413
dataset_name-Samusik_seed-42 lda num-3 run0 23 mDCs mDCs 731 701 209 527740 0.7776596 0.0013265 0.2223404 0.9986735
dataset_name-Samusik_seed-42 lda num-3 run0 24 pDCs pDCs 17164 1232 5830 505155 0.7464556 0.0024329 0.2535444 0.9975671
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 129785 60776 83109 255711 0.6096226 0.1920332 0.3903774 0.8079668
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 16 340 1592 505092 0.0099502 0.0006727 0.9900498 0.9993273
dataset_name-Samusik_seed-42 lda num-4 run0 2 Basophils Basophils 2355 2287 1093 501305 0.6830046 0.0045414 0.3169954 0.9954586
dataset_name-Samusik_seed-42 lda num-4 run0 3 CD4 T cells CD4 T cells 4162 3730 763 498385 0.8450761 0.0074286 0.1549239 0.9925714
dataset_name-Samusik_seed-42 lda num-4 run0 4 CD8 T cells CD8 T cells 9279 3503 1689 492569 0.8460066 0.0070615 0.1539934 0.9929385
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 99 1647 225 505069 0.3055556 0.0032503 0.6944444 0.9967497
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 374 2172 960 503534 0.2803598 0.0042950 0.7196402 0.9957050
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 20826 13359 21128 451727 0.4964008 0.0287237 0.5035992 0.9712763
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 34328 6720 7221 458771 0.8262052 0.0144364 0.1737948 0.9855636
dataset_name-Samusik_seed-42 lda num-4 run0 9 GMP GMP 2073 3688 2157 499122 0.4900709 0.0073348 0.5099291 0.9926652
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 3 353 20 506664 0.1304348 0.0006962 0.8695652 0.9993038
dataset_name-Samusik_seed-42 lda num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 3653 3899 5122 494366 0.4162963 0.0078252 0.5837037 0.9921748
dataset_name-Samusik_seed-42 lda num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 76128 4650 3351 422911 0.9578379 0.0108756 0.0421621 0.9891244
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 487 1425 3496 501632 0.1222696 0.0028327 0.8777304 0.9971673
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 37093 14477 14362 441108 0.7208823 0.0317767 0.2791177 0.9682233
dataset_name-Samusik_seed-42 lda num-4 run0 15 MEP MEP 2524 3905 2072 498539 0.5491732 0.0077720 0.4508268 0.9922280
dataset_name-Samusik_seed-42 lda num-4 run0 16 MPP MPP 311 3096 485 503148 0.3907035 0.0061156 0.6092965 0.9938844
dataset_name-Samusik_seed-42 lda num-4 run0 17 Macrophages Macrophages 2278 3019 200 501543 0.9192897 0.0059834 0.0807103 0.9940166
dataset_name-Samusik_seed-42 lda num-4 run0 18 NK cells NK cells 2047 4701 574 499718 0.7809996 0.0093196 0.2190004 0.9906804
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 5576 5976 1662 493826 0.7703786 0.0119567 0.2296214 0.9880433
dataset_name-Samusik_seed-42 lda num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 5620 2042 1213 498165 0.8224791 0.0040823 0.1775209 0.9959177
dataset_name-Samusik_seed-42 lda num-4 run0 21 Plasma Cells Plasma Cells 1437 291 60 505252 0.9599198 0.0005756 0.0400802 0.9994244
dataset_name-Samusik_seed-42 lda num-4 run0 22 gd T cells gd T cells 299 1128 51 505562 0.8542857 0.0022262 0.1457143 0.9977738
dataset_name-Samusik_seed-42 lda num-4 run0 23 mDCs mDCs 775 804 165 505296 0.8244681 0.0015886 0.1755319 0.9984114
dataset_name-Samusik_seed-42 lda num-4 run0 24 pDCs pDCs 17756 1348 5291 482645 0.7704257 0.0027852 0.2295743 0.9972148
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 126200 62781 76389 241670 0.6229361 0.2062105 0.3770639 0.7937895
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 54 920 2354 546923 0.0224252 0.0016793 0.9775748 0.9983207
dataset_name-Samusik_seed-42 lda num-5 run0 2 Basophils Basophils 1856 1565 1557 545273 0.5438031 0.0028619 0.4561969 0.9971381
dataset_name-Samusik_seed-42 lda num-5 run0 3 CD4 T cells CD4 T cells 4443 4151 630 541027 0.8758131 0.0076140 0.1241869 0.9923860
dataset_name-Samusik_seed-42 lda num-5 run0 4 CD8 T cells CD8 T cells 9449 3453 1788 535561 0.8408828 0.0064061 0.1591172 0.9935939
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 80 1510 250 548411 0.2424242 0.0027458 0.7575758 0.9972542
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 354 1831 803 547263 0.3059637 0.0033346 0.6940363 0.9966654
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 25432 17891 17438 489490 0.5932354 0.0352615 0.4067646 0.9647385
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 34581 6539 6628 502503 0.8391613 0.0128457 0.1608387 0.9871543
dataset_name-Samusik_seed-42 lda num-5 run0 9 GMP GMP 1346 1922 2459 544524 0.3537451 0.0035173 0.6462549 0.9964827
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC 0 0 27 550224 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 7157 8263 10511 524320 0.4050826 0.0155150 0.5949174 0.9844850
dataset_name-Samusik_seed-42 lda num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82424 5514 5697 456616 0.9353503 0.0119317 0.0646497 0.9880683
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 683 1948 7328 540292 0.0852578 0.0035925 0.9147422 0.9964075
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 43344 16629 10049 480229 0.8117918 0.0334683 0.1882082 0.9665317
dataset_name-Samusik_seed-42 lda num-5 run0 15 MEP MEP 2352 3644 2314 541941 0.5040720 0.0066791 0.4959280 0.9933209
dataset_name-Samusik_seed-42 lda num-5 run0 16 MPP MPP 390 2790 353 546718 0.5248991 0.0050773 0.4751009 0.9949227
dataset_name-Samusik_seed-42 lda num-5 run0 17 Macrophages Macrophages 2036 2696 333 545186 0.8594344 0.0049208 0.1405656 0.9950792
dataset_name-Samusik_seed-42 lda num-5 run0 18 NK cells NK cells 2092 4529 649 542981 0.7632251 0.0082720 0.2367749 0.9917280
dataset_name-Samusik_seed-42 lda num-5 run0 19 NKT cells NKT cells 5507 5704 1822 537218 0.7513986 0.0105061 0.2486014 0.9894939
dataset_name-Samusik_seed-42 lda num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 6196 2614 827 540614 0.8822441 0.0048120 0.1177559 0.9951880
dataset_name-Samusik_seed-42 lda num-5 run0 21 Plasma Cells Plasma Cells 1461 294 104 548392 0.9335463 0.0005358 0.0664537 0.9994642
dataset_name-Samusik_seed-42 lda num-5 run0 22 gd T cells gd T cells 295 1030 44 548882 0.8702065 0.0018730 0.1297935 0.9981270
dataset_name-Samusik_seed-42 lda num-5 run0 23 mDCs mDCs 764 709 203 548575 0.7900724 0.0012908 0.2099276 0.9987092
dataset_name-Samusik_seed-42 lda num-5 run0 24 pDCs pDCs 19558 1676 3951 525066 0.8319367 0.0031818 0.1680633 0.9968182
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 136387 64188 83891 265785 0.6191585 0.1945250 0.3808415 0.8054750
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 138 29467 3657 722641 0.0363636 0.0391792 0.9636364 0.9608208
dataset_name-Samusik_seed-42 random num-1 run0 2 Basophils Basophils 148 30452 3515 721788 0.0404040 0.0404818 0.9595960 0.9595182
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 176 30350 4897 720480 0.0346935 0.0404219 0.9653065 0.9595781
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 430 30255 10529 714689 0.0392372 0.0406138 0.9607628 0.9593862
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 15 29704 419 725765 0.0345622 0.0393186 0.9654378 0.9606814
dataset_name-Samusik_seed-42 random num-1 run0 6 CMP CMP 85 30013 1783 724022 0.0455032 0.0398032 0.9544968 0.9601968
dataset_name-Samusik_seed-42 random num-1 run0 7 Classical Monocytes Classical Monocytes 3647 26310 86928 639018 0.0402650 0.0395444 0.9597350 0.9604556
dataset_name-Samusik_seed-42 random num-1 run0 8 Eosinophils Eosinophils 1817 28131 45432 680523 0.0384558 0.0396964 0.9615442 0.9603036
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 218 30574 5420 719691 0.0386662 0.0407509 0.9613338 0.9592491
dataset_name-Samusik_seed-42 random num-1 run0 10 HSC HSC 1 30336 25 725541 0.0384615 0.0401335 0.9615385 0.9598665
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1731 28933 41899 683340 0.0396745 0.0406207 0.9603255 0.9593793
dataset_name-Samusik_seed-42 random num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4092 26217 98480 627114 0.0398939 0.0401282 0.9601061 0.9598718
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 725 30317 17692 707169 0.0393658 0.0411086 0.9606342 0.9588914
dataset_name-Samusik_seed-42 random num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 3003 26519 72692 653689 0.0396724 0.0389866 0.9603276 0.9610134
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 200 30818 4774 720111 0.0402091 0.0410398 0.9597909 0.9589602
dataset_name-Samusik_seed-42 random num-1 run0 16 MPP MPP 45 29649 1076 725133 0.0401427 0.0392815 0.9598573 0.9607185
dataset_name-Samusik_seed-42 random num-1 run0 17 Macrophages Macrophages 104 30167 2533 723099 0.0394388 0.0400483 0.9605612 0.9599517
dataset_name-Samusik_seed-42 random num-1 run0 18 NK cells NK cells 125 29771 2953 723054 0.0406108 0.0395457 0.9593892 0.9604543
dataset_name-Samusik_seed-42 random num-1 run0 19 NKT cells NKT cells 316 29775 7324 718488 0.0413613 0.0397922 0.9586387 0.9602078
dataset_name-Samusik_seed-42 random num-1 run0 20 Non-Classical Monocytes Non-Classical Monocytes 268 30112 6809 718714 0.0378692 0.0402123 0.9621308 0.9597877
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 52 30366 1523 723962 0.0330159 0.0402557 0.9669841 0.9597443
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 11 29520 338 726034 0.0315186 0.0390707 0.9684814 0.9609293
dataset_name-Samusik_seed-42 random num-1 run0 23 mDCs mDCs 41 30256 939 724667 0.0418367 0.0400783 0.9581633 0.9599217
dataset_name-Samusik_seed-42 random num-1 run0 24 pDCs pDCs 987 29647 22629 702640 0.0417937 0.0404855 0.9582063 0.9595145
dataset_name-Samusik_seed-42 random num-1 run0 25 ungated ungated 11645 18224 281617 444417 0.0397085 0.0393912 0.9602915 0.9606088
dataset_name-Samusik_seed-42 random num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 145 29984 3619 727183 0.0385228 0.0396002 0.9614772 0.9603998
dataset_name-Samusik_seed-42 random num-2 run0 2 Basophils Basophils 140 29968 3361 727462 0.0399886 0.0395654 0.9600114 0.9604346
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 201 31051 4723 724956 0.0408205 0.0410724 0.9591795 0.9589276
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 419 30565 10465 719482 0.0384969 0.0407508 0.9615031 0.9592492
dataset_name-Samusik_seed-42 random num-2 run0 5 CLP CLP 18 29864 428 730621 0.0403587 0.0392697 0.9596413 0.9607303
dataset_name-Samusik_seed-42 random num-2 run0 6 CMP CMP 84 30455 1728 728664 0.0463576 0.0401189 0.9536424 0.9598811
dataset_name-Samusik_seed-42 random num-2 run0 7 Classical Monocytes Classical Monocytes 3649 27166 86077 644039 0.0406683 0.0404735 0.9593317 0.9595265
dataset_name-Samusik_seed-42 random num-2 run0 8 Eosinophils Eosinophils 1823 28238 43909 686961 0.0398627 0.0394827 0.9601373 0.9605173
dataset_name-Samusik_seed-42 random num-2 run0 9 GMP GMP 232 30509 5074 725116 0.0437241 0.0403758 0.9562759 0.9596242
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 1 29919 25 730986 0.0384615 0.0393203 0.9615385 0.9606797
dataset_name-Samusik_seed-42 random num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1762 27975 42885 688309 0.0394651 0.0390557 0.9605349 0.9609443
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4284 26591 101153 628903 0.0406309 0.0405664 0.9593691 0.9594336
dataset_name-Samusik_seed-42 random num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 838 30032 18318 711743 0.0437461 0.0404867 0.9562539 0.9595133
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 3031 27797 72340 657763 0.0402144 0.0405464 0.9597856 0.9594536
dataset_name-Samusik_seed-42 random num-2 run0 15 MEP MEP 190 30098 4597 726046 0.0396908 0.0398046 0.9603092 0.9601954
dataset_name-Samusik_seed-42 random num-2 run0 16 MPP MPP 51 30437 1049 729394 0.0463636 0.0400576 0.9536364 0.9599424
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 112 29716 2800 728303 0.0384615 0.0392022 0.9615385 0.9607978
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 288 30226 7266 723151 0.0381255 0.0401207 0.9618745 0.9598793
dataset_name-Samusik_seed-42 random num-2 run0 20 Non-Classical Monocytes Non-Classical Monocytes 276 30023 6813 723819 0.0389336 0.0398266 0.9610664 0.9601734
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 53 29669 1492 729717 0.0343042 0.0390697 0.9656958 0.9609303
dataset_name-Samusik_seed-42 random num-2 run0 22 gd T cells gd T cells 20 30584 327 730000 0.0576369 0.0402112 0.9423631 0.9597888
dataset_name-Samusik_seed-42 random num-2 run0 23 mDCs mDCs 44 30429 945 729513 0.0444894 0.0400412 0.9555106 0.9599588
dataset_name-Samusik_seed-42 random num-2 run0 24 pDCs pDCs 965 29626 22646 707694 0.0408708 0.0401807 0.9591292 0.9598193
dataset_name-Samusik_seed-42 random num-2 run0 25 ungated ungated 11819 18331 285852 444929 0.0397049 0.0395696 0.9602951 0.9604304
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 146 30180 3751 723011 0.0374647 0.0400695 0.9625353 0.9599305
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 129 30447 3570 722942 0.0348743 0.0404134 0.9651257 0.9595866
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 221 30848 4846 721173 0.0436156 0.0410201 0.9563844 0.9589799
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 447 30289 10709 715643 0.0400681 0.0406056 0.9599319 0.9593944
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 13 30135 415 726525 0.0303738 0.0398263 0.9696262 0.9601737
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 72 31013 1770 724233 0.0390879 0.0410634 0.9609121 0.9589366
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 3546 27160 84048 642334 0.0404822 0.0405680 0.9595178 0.9594320
dataset_name-Samusik_seed-42 random num-3 run0 8 Eosinophils Eosinophils 2008 28347 46837 679896 0.0411096 0.0400244 0.9588904 0.9599756
dataset_name-Samusik_seed-42 random num-3 run0 9 GMP GMP 223 29912 5246 721707 0.0407753 0.0397968 0.9592247 0.9602032
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 1 29775 27 727285 0.0357143 0.0393298 0.9642857 0.9606702
dataset_name-Samusik_seed-42 random num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1863 28143 43558 683524 0.0410163 0.0395452 0.9589837 0.9604548
dataset_name-Samusik_seed-42 random num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 3901 25674 96072 631441 0.0390205 0.0390708 0.9609795 0.9609292
dataset_name-Samusik_seed-42 random num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 803 29839 18727 707719 0.0411162 0.0404565 0.9588838 0.9595435
dataset_name-Samusik_seed-42 random num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 2940 26967 70815 656366 0.0398617 0.0394639 0.9601383 0.9605361
dataset_name-Samusik_seed-42 random num-3 run0 15 MEP MEP 204 29450 4775 722659 0.0409721 0.0391566 0.9590279 0.9608434
dataset_name-Samusik_seed-42 random num-3 run0 16 MPP MPP 43 30285 1077 725683 0.0383929 0.0400612 0.9616071 0.9599388
dataset_name-Samusik_seed-42 random num-3 run0 17 Macrophages Macrophages 104 30348 2603 724033 0.0384189 0.0402290 0.9615811 0.9597710
dataset_name-Samusik_seed-42 random num-3 run0 18 NK cells NK cells 115 29468 2937 724568 0.0376802 0.0390804 0.9623198 0.9609196
dataset_name-Samusik_seed-42 random num-3 run0 19 NKT cells NKT cells 306 30119 7366 719297 0.0398853 0.0401900 0.9601147 0.9598100
dataset_name-Samusik_seed-42 random num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 295 30394 6647 719752 0.0424950 0.0405174 0.9575050 0.9594826
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 43 29909 1210 725926 0.0343176 0.0395708 0.9656824 0.9604292
dataset_name-Samusik_seed-42 random num-3 run0 22 gd T cells gd T cells 16 30377 339 726356 0.0450704 0.0401423 0.9549296 0.9598577
dataset_name-Samusik_seed-42 random num-3 run0 23 mDCs mDCs 51 29688 921 726428 0.0524691 0.0392638 0.9475309 0.9607362
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 975 29858 22807 703448 0.0409974 0.0407170 0.9590026 0.9592830
dataset_name-Samusik_seed-42 random num-3 run0 25 ungated ungated 11781 18217 285769 441321 0.0395933 0.0396420 0.9604067 0.9603580
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 149 30957 3612 723420 0.0396171 0.0410365 0.9603829 0.9589635
dataset_name-Samusik_seed-42 random num-4 run0 2 Basophils Basophils 142 30047 3475 724474 0.0392591 0.0398226 0.9607409 0.9601774
dataset_name-Samusik_seed-42 random num-4 run0 3 CD4 T cells CD4 T cells 207 29985 4905 723041 0.0404930 0.0398193 0.9595070 0.9601807
dataset_name-Samusik_seed-42 random num-4 run0 4 CD8 T cells CD8 T cells 456 30166 10778 716738 0.0405911 0.0403881 0.9594089 0.9596119
dataset_name-Samusik_seed-42 random num-4 run0 5 CLP CLP 16 29769 418 727935 0.0368664 0.0392884 0.9631336 0.9607116
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 58 29935 1777 726368 0.0316076 0.0395807 0.9683924 0.9604193
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 3618 27261 84586 642673 0.0410185 0.0406921 0.9589815 0.9593079
dataset_name-Samusik_seed-42 random num-4 run0 8 Eosinophils Eosinophils 1966 28495 46618 681059 0.0404660 0.0401590 0.9595340 0.9598410
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 194 29433 5224 723287 0.0358066 0.0391022 0.9641934 0.9608978
dataset_name-Samusik_seed-42 random num-4 run0 10 HSC HSC 2 30493 22 727621 0.0833333 0.0402222 0.9166667 0.9597778
dataset_name-Samusik_seed-42 random num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1724 28314 42276 685824 0.0391818 0.0396478 0.9608182 0.9603522
dataset_name-Samusik_seed-42 random num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 3995 25630 98740 629773 0.0388865 0.0391057 0.9611135 0.9608943
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 756 30016 17992 709374 0.0403243 0.0405956 0.9596757 0.9594044
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 2982 27771 72467 654918 0.0395234 0.0406788 0.9604766 0.9593212
dataset_name-Samusik_seed-42 random num-4 run0 15 MEP MEP 197 29835 4688 723418 0.0403275 0.0396082 0.9596725 0.9603918
dataset_name-Samusik_seed-42 random num-4 run0 16 MPP MPP 43 30331 1082 726682 0.0382222 0.0400667 0.9617778 0.9599333
dataset_name-Samusik_seed-42 random num-4 run0 17 Macrophages Macrophages 118 30564 2532 724924 0.0445283 0.0404560 0.9554717 0.9595440
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 19 NKT cells NKT cells 281 29668 7290 720899 0.0371153 0.0395275 0.9628847 0.9604725
dataset_name-Samusik_seed-42 random num-4 run0 20 Non-Classical Monocytes Non-Classical Monocytes 273 29428 6864 721573 0.0382514 0.0391850 0.9617486 0.9608150
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 55 29763 1443 726877 0.0367156 0.0393357 0.9632844 0.9606643
dataset_name-Samusik_seed-42 random num-4 run0 22 gd T cells gd T cells 14 30353 347 727424 0.0387812 0.0400553 0.9612188 0.9599447
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 30 30404 925 726779 0.0314136 0.0401541 0.9685864 0.9598459
dataset_name-Samusik_seed-42 random num-4 run0 24 pDCs pDCs 1009 29723 22795 704611 0.0423878 0.0404761 0.9576122 0.9595239
dataset_name-Samusik_seed-42 random num-4 run0 25 ungated ungated 11692 18697 284514 443235 0.0394725 0.0404757 0.9605275 0.9595243
dataset_name-Samusik_seed-42 random num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 159 30792 3660 729751 0.0416339 0.0404869 0.9583661 0.9595131
dataset_name-Samusik_seed-42 random num-5 run0 2 Basophils Basophils 152 29799 3483 730928 0.0418157 0.0391717 0.9581843 0.9608283
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 200 30225 5023 728914 0.0382922 0.0398148 0.9617078 0.9601852
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 451 30925 11087 721899 0.0390882 0.0410787 0.9609118 0.9589213
dataset_name-Samusik_seed-42 random num-5 run0 5 CLP CLP 21 30613 420 733308 0.0476190 0.0400735 0.9523810 0.9599265
dataset_name-Samusik_seed-42 random num-5 run0 6 CMP CMP 73 30660 1772 731857 0.0395664 0.0402089 0.9604336 0.9597911
dataset_name-Samusik_seed-42 random num-5 run0 7 Classical Monocytes Classical Monocytes 3674 27346 85590 647752 0.0411588 0.0405067 0.9588412 0.9594933
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 1946 29008 46745 686663 0.0399663 0.0405326 0.9600337 0.9594674
dataset_name-Samusik_seed-42 random num-5 run0 9 GMP GMP 215 30415 5192 728540 0.0397633 0.0400748 0.9602367 0.9599252
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 1 30044 26 734291 0.0370370 0.0393074 0.9629630 0.9606926
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1792 28092 44077 690401 0.0390678 0.0390985 0.9609322 0.9609015
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4404 26723 101697 631538 0.0415076 0.0405964 0.9584924 0.9594036
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 763 30249 18107 715243 0.0404346 0.0405759 0.9595654 0.9594241
dataset_name-Samusik_seed-42 random num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 3035 27631 71195 662501 0.0408864 0.0400373 0.9591136 0.9599627
dataset_name-Samusik_seed-42 random num-5 run0 15 MEP MEP 196 30238 4689 729239 0.0401228 0.0398142 0.9598772 0.9601858
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 43 30199 1094 733026 0.0378188 0.0395676 0.9621812 0.9604324
dataset_name-Samusik_seed-42 random num-5 run0 17 Macrophages Macrophages 107 30157 2432 731666 0.0421426 0.0395853 0.9578574 0.9604147
dataset_name-Samusik_seed-42 random num-5 run0 18 NK cells NK cells 116 30589 2800 730857 0.0397805 0.0401723 0.9602195 0.9598277
dataset_name-Samusik_seed-42 random num-5 run0 19 NKT cells NKT cells 324 29952 7373 726713 0.0420943 0.0395842 0.9579057 0.9604158
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 334 31048 7119 725861 0.0448142 0.0410195 0.9551858 0.9589805
dataset_name-Samusik_seed-42 random num-5 run0 21 Plasma Cells Plasma Cells 65 29956 1500 732841 0.0415335 0.0392713 0.9584665 0.9607287
dataset_name-Samusik_seed-42 random num-5 run0 22 gd T cells gd T cells 16 30666 330 733350 0.0462428 0.0401379 0.9537572 0.9598621
dataset_name-Samusik_seed-42 random num-5 run0 23 mDCs mDCs 41 29830 948 733543 0.0414560 0.0390766 0.9585440 0.9609234
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 885 29996 23175 710306 0.0367830 0.0405186 0.9632170 0.9594814
dataset_name-Samusik_seed-42 random num-5 run0 25 ungated ungated 11708 18488 284107 450059 0.0395788 0.0394582 0.9604212 0.9605418
dataset_name-Transformed_seed-42 cyanno num-1 run0 1 B-cells IgM+ B-cells IgM+ 5828 328 500 159229 0.9209861 0.0020557 0.0790139 0.9979443
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 1531 160 1635 162559 0.4835755 0.0009833 0.5164245 0.9990167
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 58626 3259 2028 101972 0.9665644 0.0309700 0.0334356 0.9690300
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 864 14 1036 163971 0.4547368 0.0000854 0.5452632 0.9999146
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 21395 2681 2123 139686 0.9097287 0.0188316 0.0902713 0.9811684
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-2 run0 1 B-cells IgM+ B-cells IgM+ 5698 287 421 154423 0.9311979 0.0018551 0.0688021 0.9981449
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 57087 3406 1212 99124 0.9792106 0.0332195 0.0207894 0.9667805
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 43400 4505 4636 108288 0.9034890 0.0399404 0.0965110 0.9600596
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 1209 58 575 158987 0.6776906 0.0003647 0.3223094 0.9996353
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 2873 203 748 157005 0.7934272 0.0012913 0.2065728 0.9987087
dataset_name-Transformed_seed-42 cyanno num-3 run0 1 B-cells IgM+ B-cells IgM+ 5429 328 439 157161 0.9251875 0.0020827 0.0748125 0.9979173
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 56944 1872 2199 102342 0.9628189 0.0179630 0.0371811 0.9820370
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 1060 35 805 161457 0.5683646 0.0002167 0.4316354 0.9997833
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 21726 2953 1369 137309 0.9407231 0.0210535 0.0592769 0.9789465
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 3031 309 678 159339 0.8172014 0.0019355 0.1827986 0.9980645
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 1770 142 1392 160497 0.5597723 0.0008840 0.4402277 0.9991160
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 56110 3267 3922 100502 0.9346682 0.0314834 0.0653318 0.9685166
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 44919 8709 3906 106267 0.9200000 0.0757462 0.0800000 0.9242538
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 1085 44 766 161906 0.5861696 0.0002717 0.4138304 0.9997283
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 20575 1954 2294 138978 0.8996895 0.0138648 0.1003105 0.9861352
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 2997 238 729 159837 0.8043478 0.0014868 0.1956522 0.9985132
dataset_name-Transformed_seed-42 cyanno num-5 run0 1 B-cells IgM+ B-cells IgM+ 5856 190 485 154607 0.9235136 0.0012274 0.0764864 0.9987726
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 57661 4223 1561 97693 0.9736416 0.0414361 0.0263584 0.9585639
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 820 81 1018 159219 0.4461371 0.0005085 0.5538629 0.9994915
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 20629 1503 2380 136626 0.8965622 0.0108811 0.1034378 0.9891189
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 3004 222 617 157295 0.8296051 0.0014094 0.1703949 0.9985906
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 5145 112 870 123791 0.8553616 0.0009039 0.1446384 0.9990961
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 2734 1843 167 125174 0.9424336 0.0145099 0.0575664 0.9854901
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 33930 334 5512 90142 0.8602505 0.0036916 0.1397495 0.9963084
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 6254 84162 0.8414381 0.0697865 0.1585619 0.9302135
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 1183 248 348 128139 0.7726976 0.0019317 0.2273024 0.9980683
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 21708 7455 938 99817 0.9585799 0.0694962 0.0414201 0.9305038
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 4345 113725 0.7007576 0.0144977 0.2992424 0.9855023
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 2994 882 427 125615 0.8751827 0.0069725 0.1248173 0.9930275
dataset_name-Transformed_seed-42 cygate num-2 run0 1 B-cells IgM+ B-cells IgM+ 5370 234 705 152470 0.8839506 0.0015324 0.1160494 0.9984676
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 878 154538 0.6942897 0.0087809 0.3057103 0.9912191
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 54051 5383 3151 96194 0.9449145 0.0529943 0.0550855 0.9470057
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 37591 9788 9824 101576 0.7928082 0.0878920 0.2071918 0.9121080
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 1128 382 655 156614 0.6326416 0.0024332 0.3673584 0.9975668
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6264 131310 0.7295220 0.0317800 0.2704780 0.9682200
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4460 137636 0.7322608 0.0315576 0.2677392 0.9684424
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 2773 828 842 154336 0.7670816 0.0053363 0.2329184 0.9946637
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 4978 154 830 130565 0.8570937 0.0011781 0.1429063 0.9988219
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 2532 1392 260 132343 0.9068768 0.0104086 0.0931232 0.9895914
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 34045 276 8338 93868 0.8032702 0.0029317 0.1967298 0.9970683
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 6349 83695 0.8520012 0.1060901 0.1479988 0.8939099
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 1333 373 417 134404 0.7617143 0.0027675 0.2382857 0.9972325
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 20119 5350 1089 109969 0.9486515 0.0463930 0.0513485 0.9536070
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4349 116697 0.7354784 0.0282214 0.2645216 0.9717786
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 3013 998 233 132283 0.9282193 0.0074879 0.0717807 0.9925121
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 5249 148 857 136423 0.8596462 0.0010837 0.1403538 0.9989163
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 2682 1154 342 138499 0.8869048 0.0082633 0.1130952 0.9917367
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 46525 1151 5476 89525 0.8946943 0.0126935 0.1053057 0.9873065
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 6105 96275 0.8433249 0.0716992 0.1566751 0.9283008
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 1281 280 340 140776 0.7902529 0.0019850 0.2097471 0.9980150
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 20624 5634 1252 115167 0.9427683 0.0466387 0.0572317 0.9533613
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 3725 124733 0.7643598 0.0168363 0.2356402 0.9831637
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 2755 678 520 138724 0.8412214 0.0048636 0.1587786 0.9951364
dataset_name-Transformed_seed-42 cygate num-5 run0 1 B-cells IgM+ B-cells IgM+ 5621 282 667 146847 0.8939249 0.0019167 0.1060751 0.9980833
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 770 149193 0.7464603 0.0078933 0.2535397 0.9921067
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 54743 5164 4053 89457 0.9310667 0.0545756 0.0689333 0.9454244
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 9793 107677 0.7569794 0.0481170 0.2430206 0.9518830
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 1261 323 497 151336 0.7172924 0.0021298 0.2827076 0.9978702
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 21600 7045 1266 123506 0.9446340 0.0539636 0.0553660 0.9460364
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6061 132968 0.6440150 0.0250970 0.3559850 0.9749030
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 2839 750 510 149318 0.8477157 0.0049977 0.1522843 0.9950023
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 5595 1212 733 158345 0.8841656 0.0075960 0.1158344 0.9924040
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 1316 542 1850 162177 0.4156665 0.0033309 0.5843335 0.9966691
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 48864 1116 11790 104115 0.8056188 0.0106052 0.1943812 0.9893948
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 42431 15218 7503 100733 0.8497417 0.1312451 0.1502583 0.8687549
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5 DC DC 1647 492 253 163493 0.8668421 0.0030003 0.1331579 0.9969997
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 20279 4185 3239 138182 0.8622757 0.0293959 0.1377243 0.9706041
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 14508 6480 2071 142826 0.8750829 0.0434008 0.1249171 0.9565992
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 1774 226 2032 161853 0.4661061 0.0013944 0.5338939 0.9986056
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1 B-cells IgM+ B-cells IgM+ 5515 563 604 154147 0.9012911 0.0036391 0.0987089 0.9963609
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2026 611 941 157251 0.6828446 0.0038705 0.3171554 0.9961295
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 51954 1488 6345 101042 0.8911645 0.0145128 0.1088355 0.9854872
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 43708 12620 4328 100173 0.9099009 0.1118864 0.0900991 0.8881136
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 1505 242 279 158803 0.8436099 0.0015216 0.1563901 0.9984784
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 19843 2516 3458 135012 0.8515944 0.0182945 0.1484056 0.9817055
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 12780 2248 3922 141879 0.7651778 0.0155974 0.2348222 0.9844026
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 2662 548 959 156660 0.7351560 0.0034858 0.2648440 0.9965142
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 4557 199 1311 157290 0.7765849 0.0012636 0.2234151 0.9987364
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2132 1185 825 159215 0.7210010 0.0073878 0.2789990 0.9926122
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 55974 9559 3169 94655 0.9464180 0.0917247 0.0535820 0.9082753
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 34331 4336 15360 109330 0.6908897 0.0381469 0.3091103 0.9618531
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 1643 376 222 161116 0.8809651 0.0023283 0.1190349 0.9976717
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 21255 4348 1840 135914 0.9203291 0.0309991 0.0796709 0.9690009
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 15371 5811 1658 140517 0.9026367 0.0397122 0.0973633 0.9602878
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 2040 240 1669 159408 0.5500135 0.0015033 0.4499865 0.9984967
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 6025 1879 285 155612 0.9548336 0.0119308 0.0451664 0.9880692
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 716 149 2446 160490 0.2264390 0.0009275 0.7735610 0.9990725
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 55012 2547 5020 101222 0.9163779 0.0245449 0.0836221 0.9754551
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 42097 8018 6728 106958 0.8622017 0.0697363 0.1377983 0.9302637
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 1527 269 324 161681 0.8249595 0.0016610 0.1750405 0.9983390
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 20149 3223 2720 137709 0.8810617 0.0228692 0.1189383 0.9771308
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 14832 5220 2194 141555 0.8711383 0.0355646 0.1288617 0.9644354
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 1945 193 1781 159882 0.5220075 0.0012057 0.4779925 0.9987943
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 5787 659 554 154138 0.9126321 0.0042572 0.0873679 0.9957428
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 1819 401 1243 157675 0.5940562 0.0025368 0.4059438 0.9974632
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 55663 3342 3559 98574 0.9399041 0.0327917 0.0600959 0.9672083
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 39584 6723 6938 107893 0.8508663 0.0586567 0.1491337 0.9413433
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 1395 152 443 159148 0.7589771 0.0009542 0.2410229 0.9990458
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 20695 3243 2314 134886 0.8994307 0.0234781 0.1005693 0.9765219
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 14317 4303 3206 139312 0.8170405 0.0299621 0.1829595 0.9700379
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 2476 579 1145 156938 0.6837890 0.0036758 0.3162110 0.9963242
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 1451 247 1104 59889 0.5679061 0.0041074 0.4320939 0.9958926
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 19909 54 4693 38035 0.8092432 0.0014177 0.1907568 0.9985823
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 1179 583 20 60909 0.9833194 0.0094809 0.0166806 0.9905191
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 8482 3291 54 50864 0.9936739 0.0607700 0.0063261 0.9392300
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 5796 1789 726 54380 0.8886845 0.0318503 0.1113155 0.9681497
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 27 77 27 62560 0.5000000 0.0012293 0.5000000 0.9987707
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 595 328 1149 107235 0.3411697 0.0030494 0.6588303 0.9969506
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 40772 456 3784 64295 0.9150732 0.0070424 0.0849268 0.9929576
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 29130 10807 4722 64648 0.8605105 0.1432244 0.1394895 0.8567756
dataset_name-Transformed_seed-42 lda num-2 run0 5 DC DC 912 386 116 107893 0.8871595 0.0035649 0.1128405 0.9964351
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 149 168 72 108918 0.6742081 0.0015401 0.3257919 0.9984599
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 42 9 450 56413 0.0853659 0.0001595 0.9146341 0.9998405
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 22206 42 3392 31274 0.8674896 0.0013412 0.1325104 0.9986588
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 1175 516 32 55191 0.9734880 0.0092627 0.0265120 0.9907373
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 8487 4528 75 43824 0.9912404 0.0936466 0.0087596 0.9063534
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 6263 1445 399 48807 0.9401081 0.0287551 0.0598919 0.9712449
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 42 54 42 56776 0.5000000 0.0009502 0.5000000 0.9990498
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 29038 76 8512 54871 0.7733156 0.0013832 0.2266844 0.9986168
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-4 run0 5 DC DC 1085 367 30 91015 0.9730942 0.0040161 0.0269058 0.9959839
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 10787 4803 236 76671 0.9785902 0.0589513 0.0214098 0.9410487
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 7434 2233 1613 81217 0.8217089 0.0267585 0.1782911 0.9732415
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 46 92 44 92315 0.5111111 0.0009956 0.4888889 0.9990044
dataset_name-Transformed_seed-42 lda num-5 run0 1 B-cells IgM+ B-cells IgM+ 4445 184 1056 104706 0.8080349 0.0017542 0.1919651 0.9982458
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 33405 145 8467 68374 0.7977885 0.0021162 0.2022115 0.9978838
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 32820 19507 3376 54688 0.9067300 0.2629153 0.0932700 0.7370847
dataset_name-Transformed_seed-42 lda num-5 run0 5 DC DC 853 175 214 109149 0.7994377 0.0016007 0.2005623 0.9983993
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 800 19703 5528 139854 0.1264223 0.1234857 0.8735777 0.8765143
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 421 21126 2745 141593 0.1329754 0.1298312 0.8670246 0.8701688
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 266 20781 1634 143204 0.1400000 0.1267250 0.8600000 0.8732750
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 1969 17714 14610 131592 0.1187647 0.1186423 0.8812353 0.8813577
dataset_name-Transformed_seed-42 random num-1 run0 8 ungated ungated 487 19790 3319 142289 0.1279559 0.1221010 0.8720441 0.8778990
dataset_name-Transformed_seed-42 random num-2 run0 1 B-cells IgM+ B-cells IgM+ 784 19124 5335 135586 0.1281255 0.1236119 0.8718745 0.8763881
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 390 20490 2577 137372 0.1314459 0.1297969 0.8685541 0.8702031
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 6995 12081 51304 90449 0.1199849 0.1178289 0.8800151 0.8821711
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 217 19445 1567 139600 0.1216368 0.1222610 0.8783632 0.8777390
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 2231 18322 14471 125805 0.1335768 0.1271240 0.8664232 0.8728760
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 738 19459 5130 138030 0.1257669 0.1235578 0.8742331 0.8764422
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 349 19627 2608 140773 0.1180250 0.1223628 0.8819750 0.8776372
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 6311 14263 43380 99403 0.1270049 0.1254817 0.8729951 0.8745183
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 257 20964 1608 140528 0.1378016 0.1298145 0.8621984 0.8701855
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 2957 17923 20138 122339 0.1280364 0.1277823 0.8719636 0.8722177
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 2013 17371 15016 128957 0.1182101 0.1187128 0.8817899 0.8812872
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 410 20870 2752 139769 0.1296648 0.1299186 0.8703352 0.8700814
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 5728 13705 43097 101271 0.1173169 0.1191988 0.8826831 0.8808012
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 256 20507 1595 141443 0.1383036 0.1266255 0.8616964 0.8733745
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 2833 17421 20036 123511 0.1238795 0.1236128 0.8761205 0.8763872
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-4 run0 8 ungated ungated 478 19559 3248 140516 0.1282877 0.1221865 0.8717123 0.8778135
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 816 19596 5525 135201 0.1286863 0.1265916 0.8713137 0.8734084
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 367 19325 2695 138751 0.1198563 0.1222513 0.8801437 0.8777487
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 266 20655 1572 138645 0.1447225 0.1296610 0.8552775 0.8703390
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 2954 17643 20055 120486 0.1283845 0.1277284 0.8716155 0.8722716
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 2058 17055 15465 126560 0.1174456 0.1187550 0.8825544 0.8812450
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 431 19515 3190 138002 0.1190279 0.1238914 0.8809721 0.8761086
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 240994 34198 18342 20751349 0.9292732 0.0016453 0.0707268 0.9983547
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 142161 29035 60635 20813052 0.7010050 0.0013931 0.2989950 0.9986069
dataset_name-flowcyt_seed-42 cyanno num-1 run0 3 Mast_cells Mast_cells 4 0 3571 21041308 0.0011189 0.0000000 0.9988811 1.0000000
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 236342 8588 67944 20732009 0.7767101 0.0004141 0.2232899 0.9995859
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 1075155 39653 206938 19723137 0.8385936 0.0020064 0.1614064 0.9979936
dataset_name-flowcyt_seed-42 cyanno num-1 run0 6 ungated ungated 18883759 354994 109038 1697092 0.9942590 0.1729918 0.0057410 0.8270082
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 234653 15564 20453 19984152 0.9198255 0.0007782 0.0801745 0.9992218
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 141714 13757 55647 20043704 0.7180446 0.0006859 0.2819554 0.9993141
dataset_name-flowcyt_seed-42 cyanno num-2 run0 3 Mast_cells Mast_cells 2 7 3539 20251274 0.0005648 0.0000003 0.9994352 0.9999997
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 265904 16218 34728 19937972 0.8844834 0.0008128 0.1155166 0.9991872
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 1116131 53969 127091 18957631 0.8977729 0.0028387 0.1022271 0.9971613
dataset_name-flowcyt_seed-42 cyanno num-2 run0 6 ungated ungated 18157110 239793 97850 1760069 0.9946398 0.1199048 0.0053602 0.8800952
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 232620 14861 34446 20535673 0.8710206 0.0007231 0.1289794 0.9992769
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 101133 5825 101410 20609232 0.4993162 0.0002826 0.5006838 0.9997174
dataset_name-flowcyt_seed-42 cyanno num-3 run0 3 Mast_cells Mast_cells 1530 115 2022 20813933 0.4307432 0.0000055 0.5692568 0.9999945
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 262116 11212 41577 20502695 0.8630953 0.0005466 0.1369047 0.9994534
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 1122946 41796 154327 19498531 0.8791746 0.0021390 0.1208254 0.9978610
dataset_name-flowcyt_seed-42 cyanno num-3 run0 6 ungated ungated 18691717 331729 71756 1722398 0.9961758 0.1614939 0.0038242 0.8385061
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 170572 5699 95382 20002262 0.6413590 0.0002848 0.3586410 0.9997152
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 130497 14798 58880 20069740 0.6890858 0.0007368 0.3109142 0.9992632
dataset_name-flowcyt_seed-42 cyanno num-4 run0 3 Mast_cells Mast_cells 1797 178 1624 20270316 0.5252850 0.0000088 0.4747150 0.9999912
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 254676 46698 21513 19951028 0.9221077 0.0023352 0.0778923 0.9976648
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 1137634 89212 125639 18921430 0.9005449 0.0046927 0.0994551 0.9953073
dataset_name-flowcyt_seed-42 cyanno num-4 run0 6 ungated ungated 18121120 301034 154581 1697180 0.9915417 0.1506515 0.0084583 0.8493485
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 239873 31629 17542 20379343 0.9318532 0.0015496 0.0681468 0.9984504
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 128969 10947 61415 20467056 0.6774151 0.0005346 0.3225849 0.9994654
dataset_name-flowcyt_seed-42 cyanno num-5 run0 3 Mast_cells Mast_cells 1511 69 1982 20664825 0.4325794 0.0000033 0.5674206 0.9999967
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 229454 7616 67921 20363396 0.7715982 0.0003739 0.2284018 0.9996261
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 1133919 74521 106536 19353411 0.9141154 0.0038358 0.0858846 0.9961642
dataset_name-flowcyt_seed-42 cyanno num-5 run0 6 ungated ungated 18556350 253529 122915 1735593 0.9934197 0.1274577 0.0065803 0.8725423
dataset_name-flowcyt_seed-42 cygate num-1 run0 1 B_Lymphocytes B_Lymphocytes 239764 421614 19572 20267099 0.9245303 0.0203789 0.0754697 0.9796211
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 136892 11177043 65904 9568210 0.6750232 0.5387759 0.3249768 0.4612241
dataset_name-flowcyt_seed-42 cygate num-1 run0 3 Mast_cells Mast_cells 1152 29995 2423 20914479 0.3222378 0.0014321 0.6777622 0.9985679
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 252073 164205 52213 20479558 0.8284081 0.0079542 0.1715919 0.9920458
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 1124016 483459 158077 19182497 0.8767040 0.0245835 0.1232960 0.9754165
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 6747924 169912 12148039 1882174 0.3571093 0.0827996 0.6428907 0.9172004
dataset_name-flowcyt_seed-42 cygate num-2 run0 1 B_Lymphocytes B_Lymphocytes 249367 396392 5739 19577858 0.9775035 0.0198452 0.0224965 0.9801548
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 99039 433661 98322 19598334 0.5018165 0.0216484 0.4981835 0.9783516
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 1879 1188538 1662 19037277 0.5306411 0.0587634 0.4693589 0.9412366
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 256485 469432 44147 19459292 0.8531527 0.0235555 0.1468473 0.9764445
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 1070138 743363 173084 18242771 0.8607779 0.0391529 0.1392221 0.9608471
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 15034048 287014 3195446 1712848 0.8247101 0.1435169 0.1752899 0.8564831
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 243854 425383 23212 20117455 0.9130852 0.0207071 0.0869148 0.9792929
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 45922 1088736 156621 19518625 0.2267272 0.0528324 0.7732728 0.9471676
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 733 609961 2819 20196391 0.2063626 0.0293161 0.7936374 0.9706839
dataset_name-flowcyt_seed-42 cygate num-3 run0 4 Monocytes Monocytes 293048 387152 10645 20119059 0.9649482 0.0188797 0.0350518 0.9811203
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 1154437 3445068 122836 16087563 0.9038295 0.1763750 0.0961705 0.8236250
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 12859986 255624 5895791 1798503 0.6856547 0.1244441 0.3143453 0.8755559
dataset_name-flowcyt_seed-42 cygate num-4 run0 1 B_Lymphocytes B_Lymphocytes 257945 517644 8009 19487629 0.9698858 0.0258754 0.0301142 0.9741246
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 66758 1089585 122619 18992265 0.3525138 0.0542572 0.6474862 0.9457428
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 3218 3942083 203 16325723 0.9406606 0.1944997 0.0593394 0.8055003
dataset_name-flowcyt_seed-42 cygate num-4 run0 4 Monocytes Monocytes 266660 397573 9529 19597465 0.9654983 0.0198836 0.0345017 0.9801164
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 1148385 678687 114888 18329267 0.9090553 0.0357054 0.0909447 0.9642946
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 11691830 210859 6581183 1787355 0.6398414 0.1055237 0.3601586 0.8944763
dataset_name-flowcyt_seed-42 cygate num-5 run0 1 B_Lymphocytes B_Lymphocytes 246383 296590 11032 20095780 0.9571431 0.0145442 0.0428569 0.9854558
dataset_name-flowcyt_seed-42 cygate num-5 run0 2 HSPCs HSPCs 85416 141203 104968 20318198 0.4486511 0.0069016 0.5513489 0.9930984
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 2143 1528710 1350 19117582 0.6135127 0.0740428 0.3864873 0.9259572
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 265140 530334 32235 19822076 0.8916015 0.0260576 0.1083985 0.9739424
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132029 851628 108426 18557702 0.9125918 0.0438772 0.0874082 0.9561228
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 15327844 242365 3332819 1746757 0.8213987 0.1218452 0.1786013 0.8781548
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 242570 167905 16766 20617642 0.9353503 0.0080780 0.0646497 0.9919220
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 2 HSPCs HSPCs 0 0 202796 20842087 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 3 Mast_cells Mast_cells 654 54 2921 21041254 0.1829371 0.0000026 0.8170629 0.9999974
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 258344 127993 45942 20612604 0.8490170 0.0061711 0.1509830 0.9938289
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 1033169 100786 248924 19662004 0.8058456 0.0050998 0.1941544 0.9949002
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 6 ungated ungated 18781136 332272 211661 1719814 0.9888557 0.1619191 0.0111443 0.8380809
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 254239 19879296 0.0033986 0.0060211 0.9966014 0.9939789
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs 0 0 197361 20057461 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells 0 0 3541 20251281 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes 0 0 300632 19954190 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1243222 19011600 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 6 ungated ungated 18254960 1878575 0 121287 1.0000000 0.9393523 0.0000000 0.0606477
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 867 121840 266199 20428694 0.0032464 0.0059288 0.9967536 0.9940712
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 2 HSPCs HSPCs 0 3 202543 20615054 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells 2490 771 1062 20813277 0.7010135 0.0000370 0.2989865 0.9999630
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 4 Monocytes Monocytes 163 1157 303530 20512750 0.0005367 0.0000564 0.9994633 0.9999436
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes 0 81 1277273 19540246 0.0000000 0.0000041 1.0000000 0.9999959
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 6 ungated ungated 18761567 1928661 1906 125466 0.9998984 0.9389200 0.0001016 0.0610800
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 265087 19887541 0.0032600 0.0060186 0.9967400 0.9939814
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs 0 0 189377 20084538 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells 0 0 3421 20270494 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes 0 0 276189 19997726 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1263273 19010642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 6 ungated ungated 18275701 1876927 0 121287 1.0000000 0.9393023 0.0000000 0.0606977
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 256548 20290552 0.0033681 0.0058998 0.9966319 0.9941002
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs 0 0 190384 20478003 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 3 Mast_cells Mast_cells 0 0 3493 20664894 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 4 Monocytes Monocytes 0 0 297375 20371012 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132369 208522 108086 19219410 0.9128658 0.0107331 0.0871342 0.9892669
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 6 ungated ungated 18471586 734623 207679 1254499 0.9888818 0.3693202 0.0111182 0.6306798
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 213150 417242 24278 19679097 0.8977458 0.0207621 0.1022542 0.9792379
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 114033 122954 75358 20021422 0.6021036 0.0061036 0.3978964 0.9938964
dataset_name-flowcyt_seed-42 lda num-1 run0 3 Mast_cells Mast_cells 3044 3368 488 20326867 0.8618347 0.0001657 0.1381653 0.9998343
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 184402 114722 108891 19925752 0.6287296 0.0057245 0.3712704 0.9942755
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 713828 404005 264436 18951498 0.7296885 0.0208729 0.2703115 0.9791271
dataset_name-flowcyt_seed-42 lda num-1 run0 6 ungated ungated 17587834 455185 1044025 1246723 0.9439656 0.2674557 0.0560344 0.7325443
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 142116 262795 73814 19459038 0.6581577 0.0133251 0.3418423 0.9866749
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 105301 122923 86444 19623095 0.5491721 0.0062252 0.4508279 0.9937748
dataset_name-flowcyt_seed-42 lda num-2 run0 3 Mast_cells Mast_cells 3364 12041 177 19922181 0.9500141 0.0006040 0.0499859 0.9993960
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 221260 175866 76156 19464481 0.7439411 0.0089543 0.2560589 0.9910457
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 1034662 730783 147547 18024771 0.8751938 0.0389636 0.1248062 0.9610364
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 16757968 368684 1288954 1522157 0.9285776 0.1949841 0.0714224 0.8050159
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 197030 348142 52832 19956675 0.7885553 0.0171458 0.2114447 0.9828542
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 81093 100649 119176 20253761 0.4049204 0.0049448 0.5950796 0.9950552
dataset_name-flowcyt_seed-42 lda num-3 run0 3 Mast_cells Mast_cells 2363 808 1176 20550332 0.6677027 0.0000393 0.3322973 0.9999607
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 216730 150128 79661 20108160 0.7312300 0.0074107 0.2687700 0.9925893
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 1027011 745363 167788 18614517 0.8595680 0.0385004 0.1404320 0.9614996
dataset_name-flowcyt_seed-42 lda num-3 run0 6 ungated ungated 17279493 405869 1330326 1538991 0.9285148 0.2086880 0.0714852 0.7913120
dataset_name-flowcyt_seed-42 lda num-4 run0 1 B_Lymphocytes B_Lymphocytes 233592 390244 12522 19295069 0.9491211 0.0198241 0.0508789 0.9801759
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 88995 87788 89497 19665147 0.4985938 0.0044443 0.5014062 0.9955557
dataset_name-flowcyt_seed-42 lda num-4 run0 3 Mast_cells Mast_cells 2768 2916 649 19925094 0.8100673 0.0001463 0.1899327 0.9998537
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 242557 233103 28680 19427087 0.8942622 0.0118566 0.1057378 0.9881434
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 1053594 640197 160457 18077179 0.8678334 0.0342034 0.1321666 0.9657966
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 16676981 278692 1341135 1634619 0.9255674 0.1456595 0.0744326 0.8543405
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 173728 329309 44147 19796474 0.7973746 0.0163625 0.2026254 0.9836375
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 64464 65198 114688 20099308 0.3598285 0.0032333 0.6401715 0.9967667
dataset_name-flowcyt_seed-42 lda num-5 run0 3 Mast_cells Mast_cells 2871 3051 603 20337133 0.8264249 0.0001500 0.1735751 0.9998500
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 194786 119496 94093 19935283 0.6742823 0.0059585 0.3257177 0.9940415
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 1042349 889582 127800 18283927 0.8907831 0.0463964 0.1092169 0.9536036
dataset_name-flowcyt_seed-42 lda num-5 run0 6 ungated ungated 17093600 365224 1390529 1494305 0.9247717 0.1964067 0.0752283 0.8035933
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 42778 3475074 216558 17310473 0.1649520 0.1671870 0.8350480 0.8328130
dataset_name-flowcyt_seed-42 random num-1 run0 2 HSPCs HSPCs 33939 3465024 168857 17377063 0.1673554 0.1662513 0.8326446 0.8337487
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 594 3505219 2981 17536089 0.1661538 0.1665875 0.8338462 0.8334125
dataset_name-flowcyt_seed-42 random num-1 run0 4 Monocytes Monocytes 50572 3446173 253714 17294424 0.1661989 0.1661559 0.8338011 0.8338441
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 213833 3301474 1068260 16461316 0.1667843 0.1670551 0.8332157 0.8329449
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 3167175 343028 15825622 1709058 0.1667566 0.1671606 0.8332434 0.8328394
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 42073 3343576 213033 16656140 0.1649236 0.1671812 0.8350764 0.8328188
dataset_name-flowcyt_seed-42 random num-2 run0 2 HSPCs HSPCs 32995 3334670 164366 16722791 0.1671810 0.1662558 0.8328190 0.8337442
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 586 3373958 2955 16877323 0.1654900 0.1666047 0.8345100 0.8333953
dataset_name-flowcyt_seed-42 random num-2 run0 4 Monocytes Monocytes 49914 3315188 250718 16639002 0.1660302 0.1661399 0.8339698 0.8338601
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 207367 3175950 1035855 15835650 0.1667980 0.1670533 0.8332020 0.8329467
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 3044207 334338 15210753 1665524 0.1667605 0.1671805 0.8332395 0.8328195
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 44086 3435691 222980 17114843 0.1650753 0.1671826 0.8349247 0.8328174
dataset_name-flowcyt_seed-42 random num-3 run0 2 HSPCs HSPCs 33864 3427254 168679 17187803 0.1671941 0.1662500 0.8328059 0.8337500
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 588 3467552 2964 17346496 0.1655405 0.1665967 0.8344595 0.8334033
dataset_name-flowcyt_seed-42 random num-3 run0 4 Monocytes Monocytes 50476 3408491 253217 17105416 0.1662073 0.1661551 0.8337927 0.8338449
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 213050 3264256 1064223 16276071 0.1668007 0.1670523 0.8331993 0.8329477
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 3128929 343363 15634544 1710764 0.1667564 0.1671576 0.8332436 0.8328424
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 43928 3344962 222026 16662999 0.1651714 0.1671816 0.8348286 0.8328184
dataset_name-flowcyt_seed-42 random num-4 run0 2 HSPCs HSPCs 31702 3339022 157675 16745516 0.1674015 0.1662484 0.8325985 0.8337516
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 563 3377182 2858 16893312 0.1645718 0.1666058 0.8354282 0.8333942
dataset_name-flowcyt_seed-42 random num-4 run0 4 Monocytes Monocytes 45984 3322294 230205 16675432 0.1664947 0.1661336 0.8335053 0.8338664
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 210741 3175781 1052532 15834861 0.1668214 0.1670528 0.8331786 0.8329472
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 3047676 334080 15228025 1664134 0.1667611 0.1671893 0.8332389 0.8328107
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 42455 3412379 214960 16998593 0.1649282 0.1671836 0.8350718 0.8328164
dataset_name-flowcyt_seed-42 random num-5 run0 2 HSPCs HSPCs 31878 3404340 158506 17073663 0.1674405 0.1662437 0.8325595 0.8337563
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 577 3442858 2916 17222036 0.1651875 0.1666042 0.8348125 0.8333958
dataset_name-flowcyt_seed-42 random num-5 run0 4 Monocytes Monocytes 49361 3384656 248014 16986356 0.1659891 0.1661506 0.8340109 0.8338494
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 206921 3245333 1033534 16182599 0.1668106 0.1670447 0.8331894 0.8329553
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 3115022 332607 15564243 1656515 0.1667636 0.1672130 0.8332364 0.8327870

Rare Population Buckets

dataset model crossvalidation run_id rare_bucket n_populations median_f1 median_precision median_recall total_support n_cells support_share
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 1-5% 9 0.7325250 0.8553552 0.8528021 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5-20% 7 0.7989352 0.8492899 0.8379718 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 <1% 8 0.6088821 0.5128660 0.5684022 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 >20% 1 0.9378171 0.9828096 0.8967638 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 1-5% 9 0.7852323 0.8048788 0.7704253 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5-20% 7 0.7733572 0.8728491 0.8568411 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 <1% 8 0.6727833 0.7182430 0.2159973 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 >20% 1 0.9609734 0.9757474 0.9466402 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 1-5% 9 0.7085686 0.7485331 0.7962109 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5-20% 7 0.7087039 0.7450938 0.7892723 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 <1% 8 0.5906193 0.5988382 0.2372642 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 >20% 1 0.9640697 0.9685151 0.9596650 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 1-5% 9 0.7403505 0.8080256 0.8843423 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5-20% 7 0.7478650 0.7347269 0.8642244 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 <1% 8 0.4784374 0.7108475 0.2820528 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 >20% 1 0.9669789 0.9588598 0.9752367 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 1-5% 9 0.7397748 0.8569308 0.7821105 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5-20% 7 0.8185490 0.8513487 0.8639436 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 <1% 8 0.5788744 0.8201678 0.0307240 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 >20% 1 0.9662702 0.9492721 0.9838882 672490 2800058 0.2401700
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1-5% 9 0.6455097 0.5595314 0.8606135 505591 2732233 0.1850468
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5-20% 7 0.6602571 0.6723444 0.7703315 1475827 2732233 0.5401542
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 <1% 8 0.3337140 0.2646716 0.3142817 68806 2732233 0.0251831
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 >20% 1 0.9277306 0.9830982 0.8782670 682009 2732233 0.2496160
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1-5% 10 0.6101429 0.5857968 0.8153624 522541 2703551 0.1932795
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5-20% 7 0.6750031 0.8540566 0.8214629 1480304 2703551 0.5475406
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 <1% 7 0.2823993 0.1983131 0.5212081 41292 2703551 0.0152732
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 >20% 1 0.9542914 0.9665804 0.9423109 659414 2703551 0.2439066
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1-5% 9 0.5950857 0.5974731 0.6746640 505370 2766411 0.1826807
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5-20% 7 0.7553575 0.7079718 0.7736368 1513159 2766411 0.5469755
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 <1% 8 0.4480618 0.3403032 0.3129381 68411 2766411 0.0247292
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 >20% 1 0.9541266 0.9548051 0.9534491 679471 2766411 0.2456146
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 1-5% 9 0.7812029 0.7653642 0.7977111 490012 2717047 0.1803473
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5-20% 7 0.7031997 0.7438403 0.8868176 1487774 2717047 0.5475702
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 <1% 8 0.4644410 0.3686792 0.2896237 64159 2717047 0.0236135
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 >20% 1 0.9655130 0.9580114 0.9731329 675102 2717047 0.2484690
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1-5% 9 0.6346287 0.5463237 0.8254070 492128 2661403 0.1849130
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5-20% 7 0.7205924 0.7118152 0.7751919 1440015 2661403 0.5410736
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 <1% 8 0.4577826 0.3746459 0.3420167 62446 2661403 0.0234636
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 >20% 1 0.9690578 0.9620554 0.9761628 666814 2661403 0.2505498
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 1-5% 9 0.6834808 0.7547991 0.7904358 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5-20% 7 0.7279471 0.8302197 0.7682118 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 <1% 8 0.4010305 0.3804807 0.3676712 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 >20% 1 0.9324430 0.9803212 0.8890238 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 1-5% 9 0.7121732 0.8065063 0.7426901 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5-20% 7 0.7431467 0.8498730 0.8300467 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 <1% 8 0.3392337 0.5495743 0.2180813 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 >20% 1 0.9480500 0.9767001 0.9210328 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 1-5% 9 0.6675903 0.6864191 0.7855485 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5-20% 7 0.6986082 0.7146010 0.7276234 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 <1% 8 0.4774506 0.5063633 0.1958221 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 >20% 1 0.9547624 0.9531136 0.9564169 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 1-5% 9 0.6698933 0.8261490 0.8316622 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5-20% 7 0.7016652 0.6584546 0.7702448 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 <1% 8 0.2703911 0.4964764 0.1832069 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 >20% 1 0.9580922 0.9321303 0.9855416 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 1-5% 9 0.7048315 0.8251713 0.7495569 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5-20% 7 0.7714714 0.8239722 0.7875948 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 <1% 8 0.4834207 0.5855515 0.0346663 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 >20% 1 0.9550478 0.9190017 0.9940371 672490 2800058 0.2401700
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1-5% 10 0.4542017 0.5372452 0.6526958 637021 2383256 0.2672902
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 5-20% 5 0.7468755 0.8121809 0.8205596 1012677 2383256 0.4249132
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 <1% 9 0.3263544 0.2617167 0.5885958 78262 2383256 0.0328383
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 >20% 1 0.9305194 0.9358501 0.9252490 655296 2383256 0.2749583
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1-5% 8 0.4785412 0.4246919 0.5485051 400237 2354472 0.1699901
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 5-20% 7 0.6304023 0.7106270 0.7394456 1277343 2354472 0.5425178
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 <1% 9 0.2311247 0.1117170 0.4574780 71624 2354472 0.0304204
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 >20% 1 0.9102742 0.9416969 0.8808809 605268 2354472 0.2570716
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 1-5% 8 0.4148771 0.4621413 0.5083544 421532 2533024 0.1664145
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5-20% 7 0.6552356 0.6152710 0.7550582 1382844 2533024 0.5459261
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 <1% 9 0.3218923 0.2662770 0.0025736 83612 2533024 0.0330088
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 >20% 1 0.9218843 0.9352207 0.9089229 645036 2533024 0.2546506
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 1-5% 9 0.4038398 0.4503170 0.7033667 426072 2351465 0.1811943
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5-20% 7 0.5403896 0.5206876 0.5827751 1264865 2351465 0.5379051
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 <1% 8 0.1174658 0.1680498 0.0428871 58175 2351465 0.0247399
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 >20% 1 0.8952551 0.9386232 0.8557175 602353 2351465 0.2561607
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1-5% 8 0.5138005 0.4555060 0.7033889 396560 2296980 0.1726441
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 5-20% 7 0.6122598 0.5719310 0.6740759 1186271 2296980 0.5164481
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 <1% 9 0.2709909 0.2412912 0.1293368 76878 2296980 0.0334692
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 >20% 1 0.9382228 0.9180462 0.9593062 637271 2296980 0.2774386
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 1-5% 9 0.0229062 0.0153572 0.0433449 508257 2828901 0.1796659
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5-20% 7 0.0533023 0.0688736 0.0434736 1567465 2828901 0.5540897
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 <1% 8 0.0051038 0.0027044 0.0440588 71015 2828901 0.0251034
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 >20% 1 0.0733639 0.2405279 0.0432828 682164 2828901 0.2411410
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 1-5% 9 0.0219691 0.0148662 0.0417073 500019 2768169 0.1806317
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5-20% 7 0.0530098 0.0718156 0.0416168 1537626 2768169 0.5554668
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 <1% 8 0.0051509 0.0027355 0.0403136 70364 2768169 0.0254190
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 >20% 1 0.0718895 0.2390891 0.0423049 660160 2768169 0.2384825
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 1-5% 9 0.0214988 0.0138922 0.0498862 510074 2830864 0.1801832
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5-20% 7 0.0589308 0.0719948 0.0497469 1570816 2830864 0.5548892
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 <1% 8 0.0074973 0.0040806 0.0244403 70490 2830864 0.0249005
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 >20% 1 0.0835283 0.2390999 0.0506031 679484 2830864 0.2400271
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 1-5% 9 0.0218181 0.0139916 0.0476594 503008 2817387 0.1785371
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5-20% 7 0.0574732 0.0718587 0.0475619 1564878 2817387 0.5554359
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 <1% 8 0.0055169 0.0029160 0.0447079 70795 2817387 0.0251279
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 >20% 1 0.0794701 0.2414059 0.0475640 678706 2817387 0.2408991
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 1-5% 9 0.0215639 0.0140788 0.0458536 504952 2800058 0.1803363
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 5-20% 7 0.0544784 0.0703324 0.0453416 1551192 2800058 0.5539857
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 <1% 8 0.0052156 0.0027608 0.0427606 71424 2800058 0.0255080
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 >20% 1 0.0764682 0.2407663 0.0454520 672490 2800058 0.2401700
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5-20% 5 0.9875665 0.9915238 0.9818983 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 >20% 1 0.9972212 0.9963771 0.9980667 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5-20% 5 0.9882641 0.9900153 0.9894965 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 >20% 1 0.9975929 0.9967745 0.9984127 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5-20% 5 0.9898504 0.9908689 0.9907093 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 >20% 1 0.9969598 0.9963597 0.9975606 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1-5% 1 0.9452731 0.9630869 0.9281063 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5-20% 4 0.9913003 0.9924988 0.9952785 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 >20% 1 0.9976161 0.9973668 0.9978656 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1-5% 1 0.9608365 0.9743042 0.9477361 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5-20% 4 0.9920129 0.9931255 0.9945648 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 >20% 1 0.9978742 0.9973245 0.9984245 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5-20% 5 0.9382986 0.9630151 0.8890664 840672 1515011 0.5548950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 >20% 1 0.9758199 0.9663753 0.9854509 674339 1515011 0.4451050
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1-5% 1 0.3238955 0.3351264 0.3133929 49698 1250408 0.0397454
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5-20% 4 0.9190358 0.9517651 0.9104790 625425 1250408 0.5001767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 >20% 1 0.9729140 0.9489411 0.9981296 575285 1250408 0.4600778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1-5% 1 0.4042100 0.2949055 0.6422586 55610 1308093 0.0425123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5-20% 4 0.8728574 0.9812437 0.8465226 617818 1308093 0.4723043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 >20% 1 0.9742478 0.9523585 0.9971670 634665 1308093 0.4851834
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1-5% 1 0.7703721 0.7263780 0.8200390 62997 1392140 0.0452519
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5-20% 4 0.9416051 0.9317680 0.9725964 661212 1392140 0.4749609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 >20% 1 0.9865384 0.9890114 0.9840777 667931 1392140 0.4797872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1-5% 1 0.7804275 0.7568986 0.8054662 59969 1388241 0.0431978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5-20% 4 0.9582018 0.9582530 0.9836238 742760 1388241 0.5350368
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 >20% 1 0.9751355 0.9725034 0.9777818 585512 1388241 0.4217654
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5-20% 5 0.8826013 0.8048908 0.9562986 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 >20% 1 0.9660111 0.9733441 0.9587879 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5-20% 5 0.9082157 0.8558163 0.9674501 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 >20% 1 0.9608850 0.9497724 0.9722608 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5-20% 5 0.9308434 0.9484969 0.9506138 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 >20% 1 0.9802625 0.9732118 0.9874161 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1-5% 1 0.5946645 0.5849860 0.6046686 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5-20% 4 0.9330996 0.9561575 0.9185565 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 >20% 1 0.9746084 0.9609332 0.9886785 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1-5% 1 0.2794689 0.6333756 0.1792889 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5-20% 4 0.9689502 0.9589158 0.9794220 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 >20% 1 0.9814936 0.9800259 0.9829656 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1-5% 1 0.3659617 0.4816722 0.2950764 64973 1474730 0.0440576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5-20% 4 0.9182956 0.9124747 0.9262333 737250 1474730 0.4999220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 >20% 1 0.9775573 0.9767722 0.9783437 672507 1474730 0.4560204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1-5% 1 0.2850560 0.3630349 0.2346532 55891 1277454 0.0437519
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5-20% 4 0.8704720 0.9448369 0.8775751 620741 1277454 0.4859204
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 >20% 1 0.9636941 0.9372373 0.9916881 600822 1277454 0.4703277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1-5% 1 0.3313052 0.5192293 0.2432617 54057 1336985 0.0404320
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5-20% 4 0.8325737 0.9219763 0.7717449 627324 1336985 0.4692080
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 >20% 1 0.9122741 0.8444521 0.9919418 655604 1336985 0.4903600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1-5% 1 0.3888540 0.4878497 0.3232577 52602 1366285 0.0385000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5-20% 4 0.8331668 0.9183212 0.7607882 650096 1366285 0.4758129
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 >20% 1 0.9119312 0.8494646 0.9843140 663587 1366285 0.4856871
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1-5% 1 0.3499456 0.4763056 0.2765731 41320 1306981 0.0316148
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5-20% 4 0.9090940 0.9234116 0.9248724 682782 1306981 0.5224116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 >20% 1 0.9772565 0.9690092 0.9856454 582879 1306981 0.4459736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5-20% 5 0.1412626 0.1235331 0.1664333 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 >20% 1 0.2427033 0.4456275 0.1667643 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5-20% 5 0.1405783 0.1226056 0.1664718 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 >20% 1 0.2427503 0.4456034 0.1668120 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5-20% 5 0.1351334 0.1132671 0.1672388 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1-5% 1 0.0708711 0.0452977 0.1627583 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5-20% 4 0.1414502 0.1228175 0.1670639 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 >20% 1 0.2450692 0.4704230 0.1656942 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1-5% 1 0.0739980 0.0475308 0.1669783 66853 1404771 0.0475900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5-20% 4 0.1484928 0.1337288 0.1661469 743179 1404771 0.5290393
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 >20% 1 0.2389606 0.4223630 0.1666126 594739 1404771 0.4233708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5-20% 5 0.9662937 0.9638052 0.9916431 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 >20% 1 0.9773144 0.9606376 0.9945804 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5-20% 5 0.9627240 0.9634293 0.9854702 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 >20% 1 0.9665455 0.9427875 0.9915319 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5-20% 5 0.9536005 0.9715995 0.9808089 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 >20% 1 0.9695681 0.9455440 0.9948449 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1-5% 1 0.7686240 0.8679067 0.6897242 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5-20% 4 0.9637716 0.9643236 0.9732267 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 >20% 1 0.9896499 0.9872640 0.9920473 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5-20% 5 0.9012610 0.9370735 0.9144967 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 >20% 1 0.9750186 0.9537493 0.9972582 661241 1408466 0.4694760
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5-20% 5 0.7127080 0.6896084 0.7374088 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 >20% 1 0.8739329 0.8289547 0.9240720 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5-20% 5 0.7104492 0.7474187 0.6138643 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 >20% 1 0.8440117 0.7622995 0.9453448 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5-20% 5 0.7500445 0.8376782 0.6591897 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 >20% 1 0.8909240 0.8385294 0.9503026 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1-5% 1 0.1014930 0.0672099 0.2071664 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5-20% 4 0.5188038 0.8403232 0.4945396 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 >20% 1 0.6951388 0.9025339 0.5652491 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5-20% 5 0.5849736 0.5419564 0.4257302 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 >20% 1 0.8382218 0.7631930 0.9296111 661241 1408466 0.4694760
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5-20% 4 0.9147216 0.9046816 0.9225328 691554 1394134 0.4960456
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1-5% 1 0.2488810 0.2731525 0.2285710 61062 1295398 0.0471376
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1-5% 1 0.3469938 0.4709904 0.2746796 52665 1364702 0.0385908
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5-20% 4 0.8394746 0.9091095 0.8218685 633278 1348638 0.4695686
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5-20% 5 0.1412626 0.1235331 0.1667068 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 >20% 1 0.2427033 0.4456275 0.1667643 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 5-20% 5 0.1489113 0.1347017 0.1668416 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 >20% 1 0.2374131 0.4121371 0.1667289 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5-20% 5 0.1405783 0.1226056 0.1667365 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 >20% 1 0.2427503 0.4456034 0.1668120 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1-5% 1 0.0725135 0.0462347 0.1680017 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5-20% 4 0.1413191 0.1228894 0.1662572 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 >20% 1 0.2462783 0.4704332 0.1668003 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5-20% 5 0.1353666 0.1135145 0.1674359 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 >20% 1 0.2457185 0.4682186 0.1665656 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5-20% 5 0.9829546 0.9864747 0.9794595 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 >20% 1 0.9938519 0.9907089 0.9970149 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5-20% 5 0.9841923 0.9890028 0.9794285 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 >20% 1 0.9911571 0.9873553 0.9949883 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5-20% 5 0.9822784 0.9867323 0.9792361 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 >20% 1 0.9860642 0.9751552 0.9972201 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1-5% 1 0.8877297 0.9235586 0.8545769 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5-20% 4 0.9872774 0.9876027 0.9910842 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 >20% 1 0.9953515 0.9959412 0.9947624 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5-20% 5 0.9833085 0.9835667 0.9850100 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 >20% 1 0.9947134 0.9929371 0.9964960 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5-20% 5 0.9496537 0.9611026 0.9104599 841248 1514020 0.5556386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 >20% 1 0.9782798 0.9754355 0.9811407 672772 1514020 0.4443614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1-5% 1 0.4538749 0.3368603 0.6954531 61800 1351843 0.0457154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5-20% 4 0.8961459 0.9447631 0.8667820 741599 1351843 0.5485837
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 >20% 1 0.9790208 0.9628055 0.9957917 548444 1351843 0.4057010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1-5% 1 0.4198538 0.4750825 0.3761286 49398 1243004 0.0397408
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5-20% 4 0.9273619 0.9536576 0.9366316 619679 1243004 0.4985334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 >20% 1 0.9762688 0.9551114 0.9983848 573927 1243004 0.4617258
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1-5% 1 0.7904771 0.7624590 0.8206331 62269 1398810 0.0445157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5-20% 4 0.9309575 0.9150899 0.9785891 669789 1398810 0.4788277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 >20% 1 0.9886281 0.9904236 0.9868392 666752 1398810 0.4766566
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1-5% 1 0.5815653 0.4132644 0.9811267 52720 1307956 0.0403072
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5-20% 4 0.8918710 0.9815928 0.8717929 612147 1307956 0.4680180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 >20% 1 0.9944034 0.9925041 0.9963100 643089 1307956 0.4916748
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5-20% 5 0.8601751 0.8146067 0.9265535 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 >20% 1 0.9522764 0.9273830 0.9785431 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5-20% 5 0.8463493 0.8446246 0.8706305 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 >20% 1 0.9432034 0.9059142 0.9836941 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5-20% 5 0.8774611 0.8863481 0.8701462 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 >20% 1 0.9613870 0.9340328 0.9903919 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1-5% 1 0.2548088 0.3022851 0.2202214 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5-20% 4 0.8540413 0.8027775 0.9123703 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 >20% 1 0.8939244 0.9481063 0.8456004 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5-20% 5 0.7905338 0.8524300 0.7370179 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 >20% 1 0.9410866 0.9031502 0.9823499 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1-5% 1 0.3708703 0.4663830 0.3078287 70510 1487478 0.0474024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5-20% 4 0.9140630 0.9061995 0.9212964 744320 1487478 0.5003906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 >20% 1 0.9776704 0.9784849 0.9768571 672648 1487478 0.4522070
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1-5% 1 0.2308155 0.4221907 0.1588226 58027 1378493 0.0420945
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5-20% 4 0.9029881 0.9241669 0.9137901 721465 1378493 0.5233723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 >20% 1 0.9603657 0.9433156 0.9780434 599001 1378493 0.4345332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1-5% 1 0.2926934 0.3394780 0.2572420 58202 1286106 0.0452544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5-20% 4 0.8704604 0.9426325 0.8802382 626883 1286106 0.4874272
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 >20% 1 0.9653262 0.9416578 0.9902150 601021 1286106 0.4673184
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1-5% 1 0.3966159 0.4732360 0.3413491 53561 1368039 0.0391517
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5-20% 4 0.8279603 0.9172590 0.7515618 650554 1368039 0.4755376
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 >20% 1 0.9090500 0.8448809 0.9837677 663924 1368039 0.4853107
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1-5% 1 0.3440303 0.5146253 0.2583792 55972 1343879 0.0416496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5-20% 4 0.8444312 0.9236252 0.7996051 632140 1343879 0.4703846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 >20% 1 0.9177744 0.8552209 0.9902008 655767 1343879 0.4879658
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5-20% 5 0.1415962 0.1231843 0.1667068 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 >20% 1 0.2412090 0.4464946 0.1652375 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5-20% 5 0.1497300 0.1347017 0.1669027 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 >20% 1 0.2361197 0.4130859 0.1653036 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5-20% 5 0.1406585 0.1220542 0.1672422 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 >20% 1 0.2413552 0.4466729 0.1653502 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1-5% 1 0.0727284 0.0463782 0.1684145 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5-20% 4 0.1414629 0.1228040 0.1668188 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5-20% 5 0.1347198 0.1130161 0.1667409 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 >20% 1 0.2445028 0.4694891 0.1652922 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5-20% 5 0.9867933 0.9909935 0.9808313 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 >20% 1 0.9966797 0.9958346 0.9975262 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5-20% 5 0.9863808 0.9888303 0.9857663 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 >20% 1 0.9957508 0.9946837 0.9968201 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5-20% 5 0.9868955 0.9891267 0.9817913 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 >20% 1 0.9970928 0.9957337 0.9984556 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1-5% 1 0.9226390 0.9471473 0.8993671 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5-20% 4 0.9901517 0.9914700 0.9935573 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 >20% 1 0.9969431 0.9966910 0.9971954 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5-20% 5 0.9886272 0.9894317 0.9878239 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 >20% 1 0.9966013 0.9960992 0.9971039 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5-20% 5 0.9398099 0.9641270 0.8923568 840858 1515146 0.5549683
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 >20% 1 0.9758620 0.9665946 0.9853089 674288 1515146 0.4450317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1-5% 1 0.4418389 0.3143333 0.7433839 61668 1352202 0.0456056
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5-20% 4 0.9019183 0.9548926 0.8759789 737349 1352202 0.5452950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 >20% 1 0.9826358 0.9683445 0.9973553 553185 1352202 0.4090994
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1-5% 1 0.3191969 0.3202987 0.3181028 50031 1251090 0.0399899
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5-20% 4 0.9221731 0.9510569 0.9041586 625692 1251090 0.5001175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 >20% 1 0.9736042 0.9501603 0.9982342 575367 1251090 0.4598926
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1-5% 1 0.7739454 0.7322807 0.8206373 63012 1392291 0.0452578
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5-20% 4 0.9390612 0.9288452 0.9708575 661373 1392291 0.4750250
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 >20% 1 0.9870103 0.9895130 0.9845203 667906 1392291 0.4797172
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1-5% 1 0.4123345 0.3049678 0.6363766 56124 1306550 0.0429559
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5-20% 4 0.8728915 0.9783902 0.8465727 615761 1306550 0.4712877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 >20% 1 0.9742478 0.9523585 0.9971670 634665 1306550 0.4857564
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5-20% 5 0.9658518 0.9722481 0.9595392 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 >20% 1 0.9783025 0.9621780 0.9949767 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5-20% 5 0.8946951 0.9136230 0.9894799 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 >20% 1 0.9720335 0.9785948 0.9655597 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5-20% 5 0.9272146 0.9379434 0.9167284 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 >20% 1 0.9644673 0.9463186 0.9833257 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1-5% 1 0.5733378 0.7219488 0.4754647 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5-20% 4 0.9276131 0.9199711 0.9518235 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 >20% 1 0.9832005 0.9796940 0.9867321 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5-20% 5 0.8963048 0.9060029 0.8574734 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 >20% 1 0.9500937 0.9094597 0.9945285 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1-5% 1 0.3793425 0.4865471 0.3108504 64864 1473864 0.0440095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5-20% 4 0.9184932 0.9129189 0.9278284 736005 1473864 0.4993710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 >20% 1 0.9768768 0.9769886 0.9767651 672995 1473864 0.4566195
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1-5% 1 0.2723827 0.3940905 0.2081113 64922 1394404 0.0465590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5-20% 4 0.8999872 0.9242682 0.9177925 727349 1394404 0.5216200
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 >20% 1 0.9579923 0.9335435 0.9837561 602133 1394404 0.4318211
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1-5% 1 0.3234137 0.4182971 0.2636168 52068 1266355 0.0411164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5-20% 4 0.8728533 0.9468773 0.8803085 614985 1266355 0.4856340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 >20% 1 0.9643159 0.9396121 0.9903538 599302 1266355 0.4732496
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1-5% 1 0.3935937 0.4878468 0.3298633 52449 1365149 0.0384200
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5-20% 4 0.8386759 0.9189945 0.7694053 649207 1365149 0.4755576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 >20% 1 0.9158427 0.8561712 0.9844550 663493 1365149 0.4860224
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1-5% 1 0.3272756 0.5322416 0.2362831 52818 1334086 0.0395912
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5-20% 4 0.8261284 0.9226002 0.7547531 625960 1334086 0.4692051
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 >20% 1 0.9069742 0.8353088 0.9920907 655308 1334086 0.4912037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5-20% 5 0.1427214 0.1242084 0.1668422 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 >20% 1 0.2439761 0.4476348 0.1676850 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5-20% 5 0.1473087 0.1332368 0.1668416 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 >20% 1 0.2378730 0.4127669 0.1670795 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5-20% 5 0.1413141 0.1225294 0.1658176 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 >20% 1 0.2436217 0.4469620 0.1674446 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1-5% 1 0.0721060 0.0459741 0.1670692 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5-20% 4 0.1415621 0.1230791 0.1665056 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5-20% 5 0.1351334 0.1132671 0.1671105 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5-20% 5 0.9812306 0.9883490 0.9742140 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 >20% 1 0.9914306 0.9879226 0.9949636 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5-20% 5 0.9800461 0.9842120 0.9776530 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 >20% 1 0.9890103 0.9815038 0.9966325 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5-20% 5 0.9802536 0.9824015 0.9770300 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 >20% 1 0.9823187 0.9679073 0.9971656 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1-5% 1 0.8575748 0.9270918 0.7977559 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5-20% 4 0.9847128 0.9853175 0.9902862 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 >20% 1 0.9944314 0.9938295 0.9950341 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5-20% 5 0.9817297 0.9845038 0.9892530 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 >20% 1 0.9935452 0.9935798 0.9935107 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5-20% 5 0.9409048 0.9603770 0.8935069 840278 1512610 0.5555153
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 >20% 1 0.9759027 0.9675488 0.9844021 672332 1512610 0.4444847
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1-5% 1 0.4560248 0.3402761 0.6911156 61816 1337621 0.0462134
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5-20% 4 0.9357953 0.9902291 0.9217289 719606 1337621 0.5379745
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 >20% 1 0.9803934 0.9633161 0.9980870 556199 1337621 0.4158121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1-5% 1 0.5718959 0.4537562 0.7732079 44543 1243892 0.0358094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5-20% 4 0.9230148 0.9531198 0.9041333 611989 1243892 0.4919953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 >20% 1 0.9922143 0.9917856 0.9926434 587360 1243892 0.4721953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1-5% 1 0.7289056 0.6953896 0.7658159 36988 1308834 0.0282603
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5-20% 4 0.9475638 0.9632866 0.9686032 618861 1308834 0.4728338
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 >20% 1 0.9929904 0.9941122 0.9918712 652985 1308834 0.4989059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1-5% 1 0.4212164 0.3138622 0.6401878 55604 1308631 0.0424902
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5-20% 4 0.8723425 0.9810329 0.8475909 618164 1308631 0.4723746
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 >20% 1 0.9743352 0.9530673 0.9965741 634863 1308631 0.4851352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5-20% 5 0.8413844 0.7618042 0.9375711 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 >20% 1 0.9495111 0.9298164 0.9700583 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5-20% 5 0.8274818 0.8113463 0.8614043 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 >20% 1 0.9387773 0.9388592 0.9386954 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5-20% 5 0.8516441 0.8020006 0.9123154 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 >20% 1 0.9474805 0.9125268 0.9852186 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1-5% 1 0.0366874 0.8036649 0.0187722 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5-20% 4 0.8630198 0.8527136 0.8531274 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 >20% 1 0.9275073 0.9217634 0.9333232 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5-20% 5 0.8057598 0.8230218 0.7941462 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 >20% 1 0.9283029 0.8762846 0.9868868 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1-5% 1 0.3494492 0.4424143 0.2887697 71022 1489534 0.0476807
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5-20% 4 0.9183603 0.9102661 0.9258374 744842 1489534 0.5000504
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 >20% 1 0.9780573 0.9766480 0.9794707 673670 1489534 0.4522690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1-5% 1 0.2707566 0.4078136 0.2026504 64594 1391385 0.0464242
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5-20% 4 0.8911826 0.9227330 0.9152055 725683 1391385 0.5215544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 >20% 1 0.9594392 0.9385286 0.9813029 601108 1391385 0.4320213
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1-5% 1 0.2623140 0.3080960 0.2283779 59638 1290216 0.0462233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5-20% 4 0.8604670 0.9398970 0.8730156 629273 1290216 0.4877269
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 >20% 1 0.9611999 0.9351395 0.9887545 601305 1290216 0.4660499
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1-5% 1 0.4085393 0.4802868 0.3554418 53705 1368401 0.0392465
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5-20% 4 0.8473541 0.9195072 0.7856676 651995 1368401 0.4764649
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 >20% 1 0.9174582 0.8606018 0.9823586 662701 1368401 0.4842886
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1-5% 1 0.3255576 0.4952384 0.2424785 56405 1345568 0.0419191
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5-20% 4 0.8280695 0.9184212 0.7587356 633821 1345568 0.4710435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 >20% 1 0.9024819 0.8294597 0.9896024 655342 1345568 0.4870374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5-20% 5 0.1433055 0.1246781 0.1670897 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 >20% 1 0.2439761 0.4476348 0.1676850 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5-20% 5 0.1487642 0.1339018 0.1668416 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 >20% 1 0.2378730 0.4127669 0.1670795 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5-20% 5 0.1406585 0.1220542 0.1672422 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 >20% 1 0.2413552 0.4466729 0.1653502 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1-5% 1 0.0721060 0.0459741 0.1670692 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5-20% 4 0.1422654 0.1235216 0.1675018 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5-20% 5 0.1345490 0.1131607 0.1661633 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5-20% 5 0.9857470 0.9901424 0.9794805 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 >20% 1 0.9960322 0.9943892 0.9976807 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5-20% 5 0.9850085 0.9866945 0.9833282 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 >20% 1 0.9946927 0.9928764 0.9965156 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5-20% 5 0.9856598 0.9879452 0.9808288 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 >20% 1 0.9967467 0.9955363 0.9979601 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1-5% 1 0.9136096 0.9430919 0.8859148 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5-20% 4 0.9890458 0.9906845 0.9934750 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 >20% 1 0.9964540 0.9961277 0.9967804 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5-20% 5 0.9881290 0.9906930 0.9855783 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 >20% 1 0.9962515 0.9951039 0.9974019 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5-20% 5 0.9358632 0.9629081 0.9037999 841009 1515177 0.5550566
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 >20% 1 0.9798235 0.9751758 0.9845157 674168 1515177 0.4449434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1-5% 1 0.4472751 0.3210800 0.7369019 61612 1359224 0.0453288
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5-20% 4 0.9028190 0.9548537 0.8768668 739005 1359224 0.5436963
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 >20% 1 0.9824597 0.9679749 0.9973846 558607 1359224 0.4109749
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1-5% 1 0.3200225 0.3368110 0.3048281 48611 1247540 0.0389655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5-20% 4 0.9142132 0.9532809 0.9154871 623331 1247540 0.4996481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 >20% 1 0.9724357 0.9497042 0.9962821 575598 1247540 0.4613864
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1-5% 1 0.7822926 0.7451254 0.8233622 62982 1392042 0.0452443
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5-20% 4 0.9382022 0.9216856 0.9704253 661125 1392042 0.4749318
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 >20% 1 0.9880640 0.9890534 0.9870766 667935 1392042 0.4798239
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1-5% 1 0.4085301 0.2998638 0.6407165 55658 1307120 0.0425806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5-20% 4 0.8712949 0.9810733 0.8460230 616595 1307120 0.4717203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 >20% 1 0.9742205 0.9528534 0.9965678 634867 1307120 0.4856991
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5-20% 5 0.8870188 0.8418101 0.9440298 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 >20% 1 0.9629453 0.9775471 0.9487733 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5-20% 5 0.8731905 0.8604415 0.9130441 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 >20% 1 0.9564916 0.9288120 0.9858717 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5-20% 5 0.8884918 0.8776025 0.9719378 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 >20% 1 0.9702782 0.9477470 0.9939067 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1-5% 1 0.2785649 0.5016905 0.1928122 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5-20% 4 0.9073190 0.9374377 0.9147915 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 >20% 1 0.9530997 0.9183945 0.9905308 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5-20% 5 0.8630690 0.8954325 0.8685561 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 >20% 1 0.9480758 0.9073591 0.9926184 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1-5% 1 0.3986729 0.4913504 0.3354087 66814 1477008 0.0452360
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5-20% 4 0.9178434 0.9100985 0.9285206 736750 1477008 0.4988125
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 >20% 1 0.9754839 0.9778411 0.9731381 673444 1477008 0.4559515
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1-5% 1 0.2548893 0.4128581 0.1843520 59880 1379095 0.0434198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5-20% 4 0.8977983 0.9255448 0.9152331 718578 1379095 0.5210504
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 >20% 1 0.9555178 0.9306724 0.9817261 600637 1379095 0.4355298
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1-5% 1 0.3212643 0.3992663 0.2687588 52642 1269959 0.0414517
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5-20% 4 0.8699399 0.9469095 0.8754867 618021 1269959 0.4866464
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 >20% 1 0.9671234 0.9449838 0.9903253 599296 1269959 0.4719018
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1-5% 1 0.3872256 0.4817712 0.3237007 52703 1366113 0.0385788
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5-20% 4 0.8303868 0.9177709 0.7555734 649842 1366113 0.4756869
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 >20% 1 0.9104278 0.8466201 0.9846376 663568 1366113 0.4857343
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1-5% 1 0.3306100 0.5314712 0.2399316 53211 1332954 0.0399196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5-20% 4 0.8331701 0.9220127 0.7634136 624946 1332954 0.4688429
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 >20% 1 0.9094110 0.8399556 0.9913882 654797 1332954 0.4912375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5-20% 5 0.1433055 0.1246781 0.1666874 850557 1536957 0.5534033
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 >20% 1 0.2427033 0.4456275 0.1667643 686400 1536957 0.4465967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5-20% 5 0.1473087 0.1332368 0.1664617 863468 1471041 0.5869775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 >20% 1 0.2378730 0.4127669 0.1670795 607573 1471041 0.4130225
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5-20% 5 0.1413141 0.1225294 0.1659919 751220 1356644 0.5537341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 >20% 1 0.2436217 0.4469620 0.1674446 605424 1356644 0.4462659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1-5% 1 0.0726848 0.0463347 0.1685215 65416 1421911 0.0460057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5-20% 4 0.1414502 0.1228175 0.1666976 686532 1421911 0.4828235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 >20% 1 0.2449349 0.4715437 0.1654330 669963 1421911 0.4711708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5-20% 5 0.1345490 0.1131607 0.1661633 747225 1408466 0.5305240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 >20% 1 0.2468005 0.4699459 0.1673414 661241 1408466 0.4694760
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1-5% 1 0.9326685 0.9025814 0.9648307 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5-20% 3 0.9860302 0.9918108 0.9803165 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 >20% 2 0.9971393 0.9958684 0.9984143 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1-5% 1 0.8830002 0.9057865 0.8613322 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5-20% 3 0.9848000 0.9930065 0.9811511 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 >20% 2 0.9949441 0.9937682 0.9961254 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1-5% 1 0.9030596 0.9728863 0.8425850 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5-20% 3 0.9861424 0.9877547 0.9945869 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 >20% 2 0.9971304 0.9967150 0.9975462 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1-5% 1 0.9419629 0.9640669 0.9208497 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5-20% 3 0.9857990 0.9920336 0.9860482 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 >20% 2 0.9969875 0.9955147 0.9984646 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1-5% 1 0.9346869 0.9530722 0.9169976 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5-20% 3 0.9863478 0.9889464 0.9837628 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 >20% 2 0.9971258 0.9965086 0.9977437 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1-5% 1 0.7831594 0.7221888 0.8553742 140300 3768363 0.0372310
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5-20% 3 0.9352445 0.9782040 0.9442572 1241147 3768363 0.3293597
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 >20% 2 0.9752466 0.9698163 0.9807437 2386916 3768363 0.6334093
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1-5% 1 0.2401219 0.3294171 0.1889131 153912 3789323 0.0406173
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5-20% 3 0.8895033 0.9535888 0.9318317 1161717 3789323 0.3065764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 >20% 2 0.9703089 0.9559744 0.9852435 2473694 3789323 0.6528063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1-5% 1 0.1884421 0.3809677 0.1251808 151397 3586312 0.0422152
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5-20% 3 0.8721326 0.9814502 0.9801915 1064068 3586312 0.2967026
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 >20% 2 0.9679202 0.9509977 0.9857938 2370847 3586312 0.6610822
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1-5% 1 0.5936990 0.7872259 0.4765474 130199 3674391 0.0354342
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5-20% 3 0.8898177 0.9802563 0.9702812 1053314 3674391 0.2866636
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 >20% 2 0.9774533 0.9615819 0.9940485 2490878 3674391 0.6779023
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1-5% 1 0.2385881 0.2493811 0.2286905 136993 3694040 0.0370849
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5-20% 3 0.8620573 0.9511721 0.9936711 1109550 3694040 0.3003622
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 >20% 2 0.9644241 0.9634139 0.9667401 2447497 3694040 0.6625529
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1-5% 1 0.5873019 0.5193623 0.6756914 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5-20% 3 0.8535101 0.9340942 0.8816660 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 >20% 2 0.9702718 0.9691148 0.9714548 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1-5% 1 0.0002055 0.1681416 0.0001028 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5-20% 3 0.9171249 0.8646823 0.9614547 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 >20% 2 0.9796253 0.9822105 0.9773833 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 1-5% 1 0.5481865 0.5044869 0.6001747 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5-20% 3 0.9087143 0.9033526 0.9141400 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 >20% 2 0.9752294 0.9758284 0.9746416 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1-5% 1 0.6734801 0.8444182 0.5600978 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5-20% 3 0.9197627 0.8814224 0.9756739 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 >20% 2 0.9839449 0.9905592 0.9775595 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1-5% 1 0.1667024 0.6450506 0.0957198 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5-20% 3 0.9139266 0.8667788 0.9688342 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 >20% 2 0.9769238 0.9851253 0.9693188 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1-5% 1 0.3544042 0.3449816 0.3643559 118892 3615263 0.0328861
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5-20% 3 0.7993407 0.8511334 0.8929694 1119524 3615263 0.3096660
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 >20% 2 0.9462208 0.9636420 0.9328042 2376847 3615263 0.6574479
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1-5% 1 0.1998885 0.3441256 0.1408518 170541 3828528 0.0445448
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5-20% 3 0.8586061 0.8620075 0.9065912 1190108 3828528 0.3108526
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 >20% 2 0.9643955 0.9612838 0.9675384 2467879 3828528 0.6446026
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1-5% 1 0.3219981 0.4488136 0.2510594 128611 3629528 0.0354346
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5-20% 3 0.8118997 0.8211089 0.8064112 1089013 3629528 0.3000426
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 >20% 2 0.9607352 0.9472646 0.9747075 2411904 3629528 0.6645228
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1-5% 1 0.2837239 0.5915482 0.1866150 123093 3718230 0.0331053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5-20% 3 0.8450698 0.8148163 0.8776566 1118927 3718230 0.3009300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 >20% 2 0.9495421 0.9613247 0.9400279 2476210 3718230 0.6659647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1-5% 1 0.2833268 0.4451704 0.2077855 152489 3792755 0.0402053
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5-20% 3 0.7430990 0.7269915 0.8263436 1175658 3792755 0.3099747
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 >20% 2 0.9254850 0.9513029 0.9071928 2464608 3792755 0.6498200
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1-5% 1 0.0634562 0.0391311 0.1677109 148112 3804850 0.0389272
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5-20% 3 0.1304755 0.1073003 0.1660242 1244293 3804850 0.3270281
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 >20% 2 0.2145239 0.3161805 0.1658950 2412445 3804850 0.6340447
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1-5% 1 0.0728570 0.0466034 0.1668516 184787 3956437 0.0467054
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5-20% 3 0.1284215 0.1039581 0.1662056 1240514 3956437 0.3135432
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 >20% 2 0.2128355 0.3197379 0.1659856 2531136 3956437 0.6397514
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1-5% 1 0.0718694 0.0457826 0.1670594 177410 3871161 0.0458286
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5-20% 3 0.1294103 0.1052542 0.1660060 1222543 3871161 0.3158078
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 >20% 2 0.2156829 0.3197515 0.1670268 2471208 3871161 0.6383635
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1-5% 1 0.0687986 0.0433611 0.1664379 169715 3907351 0.0434348
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5-20% 3 0.1254271 0.1002177 0.1673639 1217171 3907351 0.3115080
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 >20% 2 0.2151013 0.3221133 0.1665720 2520465 3907351 0.6450572
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1-5% 1 0.0721317 0.0460167 0.1667826 182585 3978798 0.0458895
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5-20% 3 0.1286167 0.1048351 0.1663534 1254966 3978798 0.3154133
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 >20% 2 0.2135638 0.3188283 0.1658332 2541247 3978798 0.6386972
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 1-5% 4 0.9939818 0.9925649 0.9951547 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5-20% 3 0.9972488 0.9953775 0.9986905 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 <1% 20 0.9572099 0.9795535 0.9326821 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 >20% 1 0.9999285 0.9998977 0.9999593 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 1-5% 4 0.9915593 0.9892008 0.9939320 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 5-20% 3 0.9968020 0.9946838 0.9989292 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 <1% 20 0.9600363 0.9831787 0.9356530 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 >20% 1 0.9996266 0.9998407 0.9994125 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 1-5% 4 0.9989212 0.9983906 0.9993828 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5-20% 3 0.9996131 0.9994130 0.9998133 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 <1% 20 0.9902400 0.9971711 0.9879421 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 >20% 1 0.9999902 0.9999992 0.9999812 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 1-5% 4 0.9987899 0.9981469 0.9991909 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 5-20% 3 0.9995591 0.9993273 0.9997910 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 <1% 20 0.9910837 0.9969681 0.9860257 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 >20% 1 0.9999860 0.9999987 0.9999734 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 1-5% 4 0.9990971 0.9985762 0.9996185 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 5-20% 3 0.9997764 0.9997110 0.9998253 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 <1% 20 0.9951970 0.9967268 0.9897410 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 >20% 1 0.9999827 0.9999997 0.9999657 9715414 16114380 0.6029034
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 1-5% 4 0.9728954 0.9803489 0.9791123 1880014 16209847 0.1159797
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 5-20% 3 0.9705702 0.9589157 0.9653911 3430782 16209847 0.2116480
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 <1% 20 0.8593590 0.8606285 0.8825913 954499 16209847 0.0588839
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 >20% 1 0.9964768 0.9999560 0.9930218 9944552 16209847 0.6134883
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 1-5% 4 0.9720259 0.9714208 0.9852527 1943481 16287863 0.1193208
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 5-20% 3 0.9707422 0.9707299 0.9793875 3412910 16287863 0.2095370
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 <1% 20 0.8730665 0.8847735 0.8334458 972395 16287863 0.0597006
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 >20% 1 0.9989359 0.9998839 0.9979898 9959077 16287863 0.6114416
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 1-5% 4 0.9808649 0.9795208 0.9773756 1833553 15674629 0.1169758
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 5-20% 3 0.9785254 0.9814374 0.9781078 3301381 15674629 0.2106194
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 <1% 20 0.8608743 0.8657348 0.8804613 936556 15674629 0.0597498
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 >20% 1 0.9987110 0.9997664 0.9976580 9603139 15674629 0.6126549
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 1-5% 4 0.9830868 0.9822921 0.9848154 1813291 15734492 0.1152431
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 5-20% 3 0.9737677 0.9646704 0.9757592 3312785 15734492 0.2105429
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 <1% 20 0.8097833 0.8593589 0.8223570 948229 15734492 0.0602644
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 >20% 1 0.9993665 0.9998357 0.9988978 9660187 15734492 0.6139497
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 1-5% 4 0.9608173 0.9780708 0.9760593 1897331 15536797 0.1221185
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 5-20% 3 0.9786160 0.9660468 0.9836570 3229142 15536797 0.2078383
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 <1% 20 0.8295880 0.8548585 0.8788435 946480 15536797 0.0609186
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 >20% 1 0.9965344 0.9999787 0.9931138 9463844 15536797 0.6091245
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1-5% 4 0.9769071 0.9761376 0.9825972 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 5-20% 3 0.9843819 0.9786369 0.9919860 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 <1% 20 0.8535139 0.9213255 0.8475868 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 >20% 1 0.9993274 0.9992115 0.9994434 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1-5% 4 0.9683536 0.9725227 0.9831431 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 5-20% 3 0.9757088 0.9711657 0.9925229 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 <1% 20 0.8929621 0.8726388 0.9141353 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 >20% 1 0.9991257 0.9991503 0.9991011 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1-5% 4 0.9816475 0.9884238 0.9859083 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 5-20% 3 0.9912805 0.9854453 0.9919806 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 <1% 20 0.9496953 0.9560066 0.9499828 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 >20% 1 0.9995400 0.9994155 0.9996646 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1-5% 4 0.9804043 0.9877695 0.9864231 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 5-20% 3 0.9919588 0.9928552 0.9891036 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 <1% 20 0.9501333 0.9584071 0.9481058 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 >20% 1 0.9994656 0.9992222 0.9997091 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1-5% 4 0.9774439 0.9852626 0.9799581 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 5-20% 3 0.9858216 0.9878697 0.9945355 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 <1% 20 0.9182591 0.9422779 0.9387696 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 >20% 1 0.9995861 0.9994564 0.9997158 9715414 16114380 0.6029034
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 1-5% 4 0.9215191 0.9254607 0.9578462 2015813 16462252 0.1224506
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 5-20% 3 0.9557057 0.9505923 0.9438341 3378055 16462252 0.2052001
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 <1% 20 0.7450482 0.6618145 0.8672403 1054424 16462252 0.0640510
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 >20% 1 0.9845501 0.9993503 0.9701819 10013960 16462252 0.6082983
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 1-5% 4 0.9508283 0.9616957 0.9566135 2018880 16524341 0.1221761
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 5-20% 3 0.9577622 0.9492055 0.9429581 3411348 16524341 0.2064438
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 <1% 20 0.8227246 0.7740198 0.8851622 1055590 16524341 0.0638809
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 >20% 1 0.9955798 0.9992932 0.9918939 10038523 16524341 0.6074991
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 1-5% 4 0.9393511 0.9428163 0.9524688 1940107 15872550 0.1222303
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 5-20% 3 0.9543381 0.9452856 0.9614399 3267946 15872550 0.2058866
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 <1% 20 0.8183145 0.7708111 0.9082683 1010698 15872550 0.0636758
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 >20% 1 0.9941722 0.9993092 0.9890878 9653799 15872550 0.6082072
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 1-5% 4 0.9388058 0.9427875 0.9549937 1954490 15982233 0.1222914
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 5-20% 3 0.9559097 0.9458361 0.9495075 3278830 15982233 0.2051547
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 <1% 20 0.8074377 0.7173905 0.9020597 1020632 15982233 0.0638604
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 >20% 1 0.9911525 0.9993069 0.9831302 9728281 15982233 0.6086935
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 1-5% 4 0.9482697 0.9578155 0.9530751 1948008 15956885 0.1220795
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 5-20% 3 0.9594285 0.9524745 0.9572893 3291938 15956885 0.2063020
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 <1% 20 0.8308651 0.7937636 0.9062861 1014895 15956885 0.0636023
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 >20% 1 0.9948037 0.9993177 0.9903303 9702044 15956885 0.6080162
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 1-5% 4 0.0318964 0.0287183 0.0357447 2048216 16665728 0.1228999
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 5-20% 3 0.0460771 0.0636569 0.0356879 3487595 16665728 0.2092675
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 <1% 20 0.0056542 0.0030711 0.0355871 1084537 16665728 0.0650759
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 >20% 1 0.0673657 0.6030193 0.0356756 10045380 16665728 0.6027567
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 1-5% 4 0.0314107 0.0287988 0.0345146 2048730 16671781 0.1228861
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5-20% 3 0.0444145 0.0629126 0.0343329 3488536 16671781 0.2092480
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 <1% 20 0.0055822 0.0030386 0.0345585 1085385 16671781 0.0651031
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 >20% 1 0.0652346 0.6034041 0.0344812 10049130 16671781 0.6027628
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 1-5% 4 0.0310615 0.0284048 0.0345301 1968317 16028386 0.1228019
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 5-20% 3 0.0449597 0.0638993 0.0346805 3348586 16028386 0.2089160
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 <1% 20 0.0055827 0.0030443 0.0351245 1044257 16028386 0.0651505
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 >20% 1 0.0652283 0.6037370 0.0344766 9667226 16028386 0.6031316
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 1-5% 4 0.0312332 0.0285691 0.0344244 1984531 16163956 0.1227751
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5-20% 3 0.0451998 0.0637177 0.0348177 3380309 16163956 0.2091263
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 <1% 20 0.0056036 0.0030522 0.0346655 1050948 16163956 0.0650180
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 >20% 1 0.0652474 0.6038261 0.0344870 9748168 16163956 0.6030806
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 1-5% 4 0.0313860 0.0287765 0.0346274 1979018 16114380 0.1228107
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5-20% 3 0.0448506 0.0634062 0.0344626 3370957 16114380 0.2091894
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 <1% 20 0.0055002 0.0029939 0.0343905 1048991 16114380 0.0650966
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 >20% 1 0.0657069 0.6039751 0.0347433 9715414 16114380 0.6029034
dataset_name-Levine_seed-42 cyanno num-1 run0 1-5% 3 0.0746004 0.4929577 0.0403536 8020 191351 0.0419125
dataset_name-Levine_seed-42 cyanno num-1 run0 5-20% 4 0.3202136 0.4960346 0.2371967 59767 191351 0.3123422
dataset_name-Levine_seed-42 cyanno num-1 run0 <1% 7 0.0070623 0.4500000 0.0030030 4676 191351 0.0244368
dataset_name-Levine_seed-42 cyanno num-1 run0 >20% 1 0.7446113 0.6390752 0.8918983 118888 191351 0.6213085
dataset_name-Levine_seed-42 cyanno num-2 run0 1-5% 3 0.3100529 0.4980125 0.2248657 5315 74276 0.0715574
dataset_name-Levine_seed-42 cyanno num-2 run0 5-20% 4 0.4520659 0.4993053 0.4151142 24326 74276 0.3275082
dataset_name-Levine_seed-42 cyanno num-2 run0 <1% 7 0.1212121 0.5000000 0.0689655 2080 74276 0.0280037
dataset_name-Levine_seed-42 cyanno num-2 run0 >20% 1 0.6633168 0.6042451 0.7351898 42555 74276 0.5729307
dataset_name-Levine_seed-42 cygate num-1 run0 1-5% 3 0.5252493 0.3582712 0.9837349 7936 182013 0.0436013
dataset_name-Levine_seed-42 cygate num-1 run0 5-20% 4 0.5812148 0.4099358 0.9897754 59393 182013 0.3263119
dataset_name-Levine_seed-42 cygate num-1 run0 <1% 7 0.4718820 0.3089005 0.9467275 4673 182013 0.0256740
dataset_name-Levine_seed-42 cygate num-1 run0 >20% 1 0.0532639 0.8212639 0.0275245 110011 182013 0.6044129
dataset_name-Levine_seed-42 cygate num-2 run0 1-5% 3 0.6155035 0.4490793 0.9779051 5292 72900 0.0725926
dataset_name-Levine_seed-42 cygate num-2 run0 5-20% 4 0.6307250 0.4612023 0.9973626 24326 72900 0.3336900
dataset_name-Levine_seed-42 cygate num-2 run0 <1% 7 0.5476190 0.4134615 0.9773463 2079 72900 0.0285185
dataset_name-Levine_seed-42 cygate num-2 run0 >20% 1 0.0785718 0.9311295 0.0410164 41203 72900 0.5651989
dataset_name-Levine_seed-42 dgcytof num-1 run0 1-5% 3 0.2257830 0.4431023 0.0275895 8020 191351 0.0419125
dataset_name-Levine_seed-42 dgcytof num-1 run0 5-20% 4 0.0494053 0.4316628 0.0263747 59767 191351 0.3123422
dataset_name-Levine_seed-42 dgcytof num-1 run0 <1% 7 0.3811825 0.4136768 0.0344828 4676 191351 0.0244368
dataset_name-Levine_seed-42 dgcytof num-1 run0 >20% 1 0.7521480 0.6257651 0.9425005 118888 191351 0.6213085
dataset_name-Levine_seed-42 dgcytof num-2 run0 1-5% 3 0.2503911 0.4958832 0.0014373 5315 74276 0.0715574
dataset_name-Levine_seed-42 dgcytof num-2 run0 5-20% 4 0.4250155 0.4981671 0.1337824 24326 74276 0.3275082
dataset_name-Levine_seed-42 dgcytof num-2 run0 <1% 7 0.2003396 0.4677419 0.1255319 2080 74276 0.0280037
dataset_name-Levine_seed-42 dgcytof num-2 run0 >20% 1 0.6996346 0.5847458 0.8707085 42555 74276 0.5729307
dataset_name-Levine_seed-42 lda num-1 run0 1-5% 4 0.3806426 0.3354605 0.5172601 8437 150932 0.0558993
dataset_name-Levine_seed-42 lda num-1 run0 5-20% 4 0.4378884 0.4162505 0.4672796 44814 150932 0.2969152
dataset_name-Levine_seed-42 lda num-1 run0 <1% 6 0.2183613 0.2314189 0.2671311 2561 150932 0.0169679
dataset_name-Levine_seed-42 lda num-1 run0 >20% 1 0.6206742 0.6626840 0.5836733 95120 150932 0.6302176
dataset_name-Levine_seed-42 lda num-2 run0 1-5% 3 0.3668262 0.4121864 0.3476734 4614 53148 0.0868142
dataset_name-Levine_seed-42 lda num-2 run0 5-20% 4 0.5430842 0.4772426 0.6791249 15883 53148 0.2988447
dataset_name-Levine_seed-42 lda num-2 run0 <1% 7 0.3411420 0.2323944 0.6666667 1728 53148 0.0325130
dataset_name-Levine_seed-42 lda num-2 run0 >20% 1 0.4694133 0.6437831 0.3693691 30923 53148 0.5818281
dataset_name-Levine_seed-42 random num-1 run0 1-5% 3 0.0243838 0.0146989 0.0701074 8020 191351 0.0419125
dataset_name-Levine_seed-42 random num-1 run0 5-20% 4 0.0713201 0.0768023 0.0669754 59767 191351 0.3123422
dataset_name-Levine_seed-42 random num-1 run0 <1% 7 0.0066541 0.0035012 0.0613108 4676 191351 0.0244368
dataset_name-Levine_seed-42 random num-1 run0 >20% 1 0.1208588 0.6201309 0.0669538 118888 191351 0.6213085
dataset_name-Levine_seed-42 random num-2 run0 1-5% 3 0.0322152 0.0202378 0.0661157 5315 74276 0.0715574
dataset_name-Levine_seed-42 random num-2 run0 5-20% 4 0.0755496 0.0835121 0.0675469 24326 74276 0.3275082
dataset_name-Levine_seed-42 random num-2 run0 <1% 7 0.0060434 0.0032096 0.0536398 2080 74276 0.0280037
dataset_name-Levine_seed-42 random num-2 run0 >20% 1 0.1183126 0.5629378 0.0661027 42555 74276 0.5729307
dataset_name-Samusik_seed-42 cyanno num-1 run0 1-5% 4 0.9554278 0.9671225 0.9439499 60632 755903 0.0802113
dataset_name-Samusik_seed-42 cyanno num-1 run0 5-20% 5 0.9520196 0.9403364 0.9658762 359721 755903 0.4758825
dataset_name-Samusik_seed-42 cyanno num-1 run0 <1% 15 0.5068421 0.9355828 0.3591837 42288 755903 0.0559437
dataset_name-Samusik_seed-42 cyanno num-1 run0 >20% 1 0.9042491 0.8916973 0.9171594 293262 755903 0.3879625
dataset_name-Samusik_seed-42 cyanno num-2 run0 1-5% 3 0.9694981 0.9753580 0.9637082 53651 760931 0.0705070
dataset_name-Samusik_seed-42 cyanno num-2 run0 5-20% 5 0.9547251 0.9436122 0.9647457 360913 760931 0.4743045
dataset_name-Samusik_seed-42 cyanno num-2 run0 <1% 16 0.5902148 0.9312943 0.3119843 48696 760931 0.0639953
dataset_name-Samusik_seed-42 cyanno num-2 run0 >20% 1 0.9080274 0.8964431 0.9199149 297671 760931 0.3911932
dataset_name-Samusik_seed-42 cyanno num-3 run0 1-5% 4 0.9458593 0.9668574 0.9265434 62140 757088 0.0820776
dataset_name-Samusik_seed-42 cyanno num-3 run0 5-20% 5 0.9535415 0.9382612 0.9634601 355588 757088 0.4696786
dataset_name-Samusik_seed-42 cyanno num-3 run0 <1% 15 0.7062742 0.9239130 0.4070927 41810 757088 0.0552248
dataset_name-Samusik_seed-42 cyanno num-3 run0 >20% 1 0.9086742 0.8981076 0.9194925 297550 757088 0.3930190
dataset_name-Samusik_seed-42 cyanno num-4 run0 1-5% 3 0.9766262 0.9769306 0.9763219 53786 758138 0.0709449
dataset_name-Samusik_seed-42 cyanno num-4 run0 5-20% 5 0.9540979 0.9400868 0.9602544 358972 758138 0.4734916
dataset_name-Samusik_seed-42 cyanno num-4 run0 <1% 16 0.6951237 0.9330788 0.4622390 49174 758138 0.0648615
dataset_name-Samusik_seed-42 cyanno num-4 run0 >20% 1 0.9074230 0.8951358 0.9200523 296206 758138 0.3907020
dataset_name-Samusik_seed-42 cyanno num-5 run0 1-5% 4 0.9438875 0.9686927 0.9205181 62165 764362 0.0813293
dataset_name-Samusik_seed-42 cyanno num-5 run0 5-20% 5 0.9565297 0.9442860 0.9689060 364155 764362 0.4764169
dataset_name-Samusik_seed-42 cyanno num-5 run0 <1% 15 0.5633656 0.9358094 0.3380192 42227 764362 0.0552448
dataset_name-Samusik_seed-42 cyanno num-5 run0 >20% 1 0.9048001 0.8880183 0.9222284 295815 764362 0.3870090
dataset_name-Samusik_seed-42 cygate num-1 run0 1-5% 4 0.7294451 0.6007930 0.9677163 60627 733815 0.0826189
dataset_name-Samusik_seed-42 cygate num-1 run0 5-20% 5 0.8201467 0.6965506 0.9935823 356988 733815 0.4864823
dataset_name-Samusik_seed-42 cygate num-1 run0 <1% 15 0.4985997 0.3766985 0.9262918 42244 733815 0.0575676
dataset_name-Samusik_seed-42 cygate num-1 run0 >20% 1 0.4083992 0.9896660 0.2572858 273956 733815 0.3733312
dataset_name-Samusik_seed-42 cygate num-2 run0 1-5% 5 0.8084741 0.6804797 0.9831822 68140 706227 0.0964846
dataset_name-Samusik_seed-42 cygate num-2 run0 5-20% 5 0.8614563 0.7599919 0.9941874 349172 706227 0.4944189
dataset_name-Samusik_seed-42 cygate num-2 run0 <1% 14 0.4909695 0.3429889 0.9239361 34003 706227 0.0481474
dataset_name-Samusik_seed-42 cygate num-2 run0 >20% 1 0.4478544 0.9886263 0.2894999 254912 706227 0.3609491
dataset_name-Samusik_seed-42 cygate num-3 run0 1-5% 4 0.7254208 0.5973162 0.9770340 62137 733150 0.0847535
dataset_name-Samusik_seed-42 cygate num-3 run0 5-20% 5 0.8427814 0.7310034 0.9941657 351749 733150 0.4797777
dataset_name-Samusik_seed-42 cygate num-3 run0 <1% 15 0.4705768 0.3134791 0.9237884 41615 733150 0.0567619
dataset_name-Samusik_seed-42 cygate num-3 run0 >20% 1 0.4150092 0.9908495 0.2624717 277649 733150 0.3787069
dataset_name-Samusik_seed-42 cygate num-4 run0 1-5% 4 0.7248053 0.5960101 0.9791150 61354 721569 0.0850286
dataset_name-Samusik_seed-42 cygate num-4 run0 5-20% 5 0.8636349 0.7625876 0.9944936 349176 721569 0.4839121
dataset_name-Samusik_seed-42 cygate num-4 run0 <1% 15 0.4960934 0.3302938 0.9395546 41350 721569 0.0573057
dataset_name-Samusik_seed-42 cygate num-4 run0 >20% 1 0.4287549 0.9906814 0.2735781 269689 721569 0.3737536
dataset_name-Samusik_seed-42 cygate num-5 run0 1-5% 5 0.7847773 0.6476094 0.9697398 69612 738262 0.0942917
dataset_name-Samusik_seed-42 cygate num-5 run0 5-20% 5 0.8361134 0.7194892 0.9974057 359898 738262 0.4874936
dataset_name-Samusik_seed-42 cygate num-5 run0 <1% 14 0.5131732 0.3358816 0.9155216 34752 738262 0.0470727
dataset_name-Samusik_seed-42 cygate num-5 run0 >20% 1 0.3941211 0.9954311 0.2457007 274000 738262 0.3711420
dataset_name-Samusik_seed-42 dgcytof num-1 run0 1-5% 4 0.8926216 0.8683620 0.9297091 60632 755903 0.0802113
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5-20% 5 0.9320206 0.9108153 0.9535636 359721 755903 0.4758825
dataset_name-Samusik_seed-42 dgcytof num-1 run0 <1% 15 0.6710963 0.7369297 0.5787966 42288 755903 0.0559437
dataset_name-Samusik_seed-42 dgcytof num-1 run0 >20% 1 0.8631098 0.8896692 0.8380902 293262 755903 0.3879625
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1-5% 3 0.8930449 0.8409349 0.9520397 53651 760931 0.0705070
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5-20% 5 0.9225174 0.8956412 0.9745474 360913 760931 0.4743045
dataset_name-Samusik_seed-42 dgcytof num-2 run0 <1% 16 0.6490044 0.7413527 0.6508771 48696 760931 0.0639953
dataset_name-Samusik_seed-42 dgcytof num-2 run0 >20% 1 0.8476883 0.8861452 0.8124305 297671 760931 0.3911932
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1-5% 4 0.8887527 0.8637615 0.9227377 62140 757088 0.0820776
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5-20% 5 0.9360216 0.9186665 0.9640086 355588 757088 0.4696786
dataset_name-Samusik_seed-42 dgcytof num-3 run0 <1% 15 0.6543479 0.7544956 0.6366197 41810 757088 0.0552248
dataset_name-Samusik_seed-42 dgcytof num-3 run0 >20% 1 0.8692510 0.9005278 0.8400739 297550 757088 0.3930190
dataset_name-Samusik_seed-42 dgcytof num-4 run0 1-5% 3 0.9077161 0.8552310 0.9670643 53786 758138 0.0709449
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5-20% 5 0.9305691 0.9123884 0.9498182 358972 758138 0.4734916
dataset_name-Samusik_seed-42 dgcytof num-4 run0 <1% 16 0.6917813 0.7284840 0.6931691 49174 758138 0.0648615
dataset_name-Samusik_seed-42 dgcytof num-4 run0 >20% 1 0.8633272 0.8825114 0.8449593 296206 758138 0.3907020
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1-5% 4 0.8838873 0.9142866 0.8575280 62165 764362 0.0813293
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5-20% 5 0.9432725 0.9224789 0.9650654 364155 764362 0.4764169
dataset_name-Samusik_seed-42 dgcytof num-5 run0 <1% 15 0.6787953 0.7246650 0.6979126 42227 764362 0.0552448
dataset_name-Samusik_seed-42 dgcytof num-5 run0 >20% 1 0.8662465 0.8929849 0.8410628 295815 764362 0.3870090
dataset_name-Samusik_seed-42 lda num-1 run0 1-5% 6 0.6954502 0.6096977 0.7814440 73820 574278 0.1285440
dataset_name-Samusik_seed-42 lda num-1 run0 5-20% 4 0.8121115 0.7825726 0.8506895 241360 574278 0.4202843
dataset_name-Samusik_seed-42 lda num-1 run0 <1% 14 0.4416310 0.3276880 0.6628712 31558 574278 0.0549525
dataset_name-Samusik_seed-42 lda num-1 run0 >20% 1 0.6229535 0.6819966 0.5733190 227540 574278 0.3962193
dataset_name-Samusik_seed-42 lda num-2 run0 1-5% 5 0.7569530 0.7051077 0.7673050 57800 538304 0.1073743
dataset_name-Samusik_seed-42 lda num-2 run0 5-20% 4 0.7313515 0.7869160 0.6900782 229567 538304 0.4264635
dataset_name-Samusik_seed-42 lda num-2 run0 <1% 15 0.3546548 0.3119679 0.4593407 32884 538304 0.0610882
dataset_name-Samusik_seed-42 lda num-2 run0 >20% 1 0.6524102 0.6163255 0.6929829 218053 538304 0.4050741
dataset_name-Samusik_seed-42 lda num-3 run0 1-5% 6 0.6889270 0.6321416 0.7458223 66928 529381 0.1264269
dataset_name-Samusik_seed-42 lda num-3 run0 5-20% 4 0.8082143 0.7782552 0.8466975 219121 529381 0.4139193
dataset_name-Samusik_seed-42 lda num-3 run0 <1% 14 0.4190979 0.3079596 0.6331039 30438 529381 0.0574973
dataset_name-Samusik_seed-42 lda num-3 run0 >20% 1 0.6433679 0.6810680 0.6096226 212894 529381 0.4021565
dataset_name-Samusik_seed-42 lda num-4 run0 1-5% 5 0.7754398 0.7259427 0.7704257 56861 507040 0.1121430
dataset_name-Samusik_seed-42 lda num-4 run0 5-20% 4 0.7756471 0.7777820 0.7735438 214437 507040 0.4229193
dataset_name-Samusik_seed-42 lda num-4 run0 <1% 15 0.4149735 0.3033491 0.5491732 33153 507040 0.0653854
dataset_name-Samusik_seed-42 lda num-4 run0 >20% 1 0.6445846 0.6677920 0.6229361 202589 507040 0.3995523
dataset_name-Samusik_seed-42 lda num-5 run0 1-5% 6 0.6883680 0.5972529 0.7916676 74777 550251 0.1358962
dataset_name-Samusik_seed-42 lda num-5 run0 5-20% 4 0.8023711 0.7818514 0.8254766 225593 550251 0.4099820
dataset_name-Samusik_seed-42 lda num-5 run0 <1% 14 0.4411930 0.3922615 0.5343511 29603 550251 0.0537991
dataset_name-Samusik_seed-42 lda num-5 run0 >20% 1 0.6481456 0.6799801 0.6191585 220278 550251 0.4003228
dataset_name-Samusik_seed-42 random num-1 run0 1-5% 4 0.0249842 0.0186844 0.0403635 60632 755903 0.0802113
dataset_name-Samusik_seed-42 random num-1 run0 5-20% 5 0.0570820 0.1017208 0.0396745 359721 755903 0.4758825
dataset_name-Samusik_seed-42 random num-1 run0 <1% 15 0.0063207 0.0034356 0.0386662 42288 755903 0.0559437
dataset_name-Samusik_seed-42 random num-1 run0 >20% 1 0.0720760 0.3898691 0.0397085 293262 755903 0.3879625
dataset_name-Samusik_seed-42 random num-2 run0 1-5% 3 0.0335026 0.0271461 0.0408708 53651 760931 0.0705070
dataset_name-Samusik_seed-42 random num-2 run0 5-20% 5 0.0570815 0.0983197 0.0402144 360913 760931 0.4743045
dataset_name-Samusik_seed-42 random num-2 run0 <1% 16 0.0061406 0.0033502 0.0398397 48696 760931 0.0639953
dataset_name-Samusik_seed-42 random num-2 run0 >20% 1 0.0721064 0.3920066 0.0397049 297671 760931 0.3911932
dataset_name-Samusik_seed-42 random num-3 run0 1-5% 4 0.0266752 0.0203745 0.0405328 62140 757088 0.0820776
dataset_name-Samusik_seed-42 random num-3 run0 5-20% 5 0.0567228 0.0983047 0.0404822 355588 757088 0.4696786
dataset_name-Samusik_seed-42 random num-3 run0 <1% 15 0.0062728 0.0034152 0.0384189 41810 757088 0.0552248
dataset_name-Samusik_seed-42 random num-3 run0 >20% 1 0.0719345 0.3927262 0.0395933 297550 757088 0.3930190
dataset_name-Samusik_seed-42 random num-4 run0 1-5% 3 0.0305331 0.0245678 0.0405911 53786 758138 0.0709449
dataset_name-Samusik_seed-42 random num-4 run0 5-20% 5 0.0561571 0.0969661 0.0395234 358972 758138 0.4734916
dataset_name-Samusik_seed-42 random num-4 run0 <1% 16 0.0064593 0.0035134 0.0382368 49174 758138 0.0648615
dataset_name-Samusik_seed-42 random num-4 run0 >20% 1 0.0715994 0.3847445 0.0394725 296206 758138 0.3907020
dataset_name-Samusik_seed-42 random num-5 run0 1-5% 4 0.0258055 0.0194887 0.0397614 62165 764362 0.0813293
dataset_name-Samusik_seed-42 random num-5 run0 5-20% 5 0.0578668 0.0989695 0.0408864 364155 764362 0.4764169
dataset_name-Samusik_seed-42 random num-5 run0 <1% 15 0.0065238 0.0035356 0.0414560 42227 764362 0.0552448
dataset_name-Samusik_seed-42 random num-5 run0 >20% 1 0.0718258 0.3877335 0.0395788 295815 764362 0.3870090
dataset_name-Transformed_seed-42 cyanno num-1 run0 1-5% 4 0.7264610 0.9260500 0.6338004 15200 165885 0.0916297
dataset_name-Transformed_seed-42 cyanno num-1 run0 5-20% 2 0.8637398 0.8721360 0.8563059 40097 165885 0.2417156
dataset_name-Transformed_seed-42 cyanno num-1 run0 >20% 2 0.9202638 0.9059478 0.9351086 110588 165885 0.6666546
dataset_name-Transformed_seed-42 cyanno num-2 run0 1-5% 4 0.8393545 0.9430260 0.7866698 14491 160829 0.0901019
dataset_name-Transformed_seed-42 cyanno num-2 run0 5-20% 2 0.8913980 0.8957206 0.8882547 40003 160829 0.2487300
dataset_name-Transformed_seed-42 cyanno num-2 run0 >20% 2 0.9329240 0.9248278 0.9413498 106335 160829 0.6611681
dataset_name-Transformed_seed-42 cyanno num-3 run0 1-5% 4 0.8367668 0.9252555 0.8044411 14399 163357 0.0881444
dataset_name-Transformed_seed-42 cyanno num-3 run0 5-20% 2 0.8889324 0.8769179 0.9019782 40124 163357 0.2456216
dataset_name-Transformed_seed-42 cyanno num-3 run0 >20% 2 0.9333927 0.9331498 0.9336543 108834 163357 0.6662341
dataset_name-Transformed_seed-42 cyanno num-4 run0 1-5% 4 0.7946355 0.9396458 0.6952587 15049 163801 0.0918737
dataset_name-Transformed_seed-42 cyanno num-4 run0 5-20% 2 0.8726593 0.8888186 0.8572805 39895 163801 0.2435577
dataset_name-Transformed_seed-42 cyanno num-4 run0 >20% 2 0.9083328 0.8912911 0.9273341 108857 163801 0.6645686
dataset_name-Transformed_seed-42 cyanno num-5 run0 1-5% 4 0.8540740 0.9206420 0.8285844 14862 161138 0.0922315
dataset_name-Transformed_seed-42 cyanno num-5 run0 5-20% 2 0.8878237 0.8999452 0.8760903 40532 161138 0.2515360
dataset_name-Transformed_seed-42 cyanno num-5 run0 >20% 2 0.9232029 0.9124304 0.9344370 105744 161138 0.6562325
dataset_name-Transformed_seed-42 cygate num-1 run0 1-5% 4 0.8096979 0.7995702 0.8652721 13868 129918 0.1067443
dataset_name-Transformed_seed-42 cygate num-1 run0 5-20% 2 0.8048850 0.8015813 0.8296687 37166 129918 0.2860728
dataset_name-Transformed_seed-42 cygate num-1 run0 >20% 2 0.8807417 0.9152061 0.8508443 78884 129918 0.6071830
dataset_name-Transformed_seed-42 cygate num-2 run0 1-5% 4 0.7268297 0.7585419 0.7306856 14345 158779 0.0903457
dataset_name-Transformed_seed-42 cygate num-2 run0 5-20% 2 0.7466826 0.7639548 0.7308914 39817 158779 0.2507699
dataset_name-Transformed_seed-42 cygate num-2 run0 >20% 2 0.8599707 0.8514198 0.8688613 104617 158779 0.6588844
dataset_name-Transformed_seed-42 cygate num-3 run0 1-5% 4 0.8008914 0.7662721 0.8819852 13596 136527 0.0995847
dataset_name-Transformed_seed-42 cygate num-3 run0 5-20% 2 0.8098243 0.7855136 0.8420649 37649 136527 0.2757623
dataset_name-Transformed_seed-42 cygate num-3 run0 >20% 2 0.8527681 0.8891336 0.8276357 85282 136527 0.6246530
dataset_name-Transformed_seed-42 cygate num-4 run0 1-5% 4 0.8132806 0.8115665 0.8504338 14026 142677 0.0983060
dataset_name-Transformed_seed-42 cygate num-4 run0 5-20% 2 0.8308750 0.8176076 0.8535641 37684 142677 0.2641211
dataset_name-Transformed_seed-42 cygate num-4 run0 >20% 2 0.8813395 0.8956640 0.8690096 90967 142677 0.6375730
dataset_name-Transformed_seed-42 cygate num-5 run0 1-5% 4 0.7865147 0.7935570 0.7970880 14432 153417 0.0940704
dataset_name-Transformed_seed-42 cygate num-5 run0 5-20% 2 0.7683761 0.7580759 0.7943245 39892 153417 0.2600233
dataset_name-Transformed_seed-42 cygate num-5 run0 >20% 2 0.8612602 0.8811912 0.8440231 99093 153417 0.6459063
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1-5% 4 0.7133202 0.7959670 0.6664741 15200 165885 0.0916297
dataset_name-Transformed_seed-42 dgcytof num-1 run0 5-20% 2 0.8088277 0.7600922 0.8686793 40097 165885 0.2417156
dataset_name-Transformed_seed-42 dgcytof num-1 run0 >20% 2 0.8360750 0.8568471 0.8276802 110588 165885 0.6666546
dataset_name-Transformed_seed-42 dgcytof num-2 run0 1-5% 4 0.8159189 0.8453802 0.7893829 14491 160829 0.0901019
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5-20% 2 0.8373551 0.8689426 0.8083861 40003 160829 0.2487300
dataset_name-Transformed_seed-42 dgcytof num-2 run0 >20% 2 0.8837536 0.8740559 0.9005327 106335 160829 0.6611681
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1-5% 4 0.7636420 0.8542530 0.7487929 14399 163357 0.0881444
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5-20% 2 0.8387319 0.7779197 0.9114829 40124 163357 0.2456216
dataset_name-Transformed_seed-42 dgcytof num-3 run0 >20% 2 0.8375000 0.8709988 0.8186539 108834 163357 0.6662341
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1-5% 4 0.7503852 0.8389842 0.6734835 15049 163801 0.0918737
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5-20% 2 0.8357604 0.8008884 0.8761000 39895 163801 0.2435577
dataset_name-Transformed_seed-42 dgcytof num-4 run0 >20% 2 0.8933050 0.8978789 0.8892898 108857 163801 0.6645686
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1-5% 4 0.7829930 0.8585677 0.7213831 14862 161138 0.0922315
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5-20% 2 0.8369372 0.8167147 0.8582356 40532 161138 0.2515360
dataset_name-Transformed_seed-42 dgcytof num-5 run0 >20% 2 0.8972331 0.8990887 0.8953852 105744 161138 0.6562325
dataset_name-Transformed_seed-42 lda num-1 run0 1-5% 3 0.6823419 0.6691260 0.6604600 4667 62691 0.0744445
dataset_name-Transformed_seed-42 lda num-1 run0 5-20% 2 0.8285072 0.7423009 0.9411792 15058 62691 0.2401940
dataset_name-Transformed_seed-42 lda num-1 run0 <1% 1 0.3417722 0.2596154 0.5000000 54 62691 0.0008614
dataset_name-Transformed_seed-42 lda num-1 run0 >20% 2 0.8335865 0.8854193 0.7915413 42912 62691 0.6845002
dataset_name-Transformed_seed-42 lda num-2 run0 1-5% 2 0.6435427 0.7369037 0.5970588 6103 109307 0.0558336
dataset_name-Transformed_seed-42 lda num-2 run0 5-20% 2 0.7071669 0.7434724 0.6767791 23547 109307 0.2154208
dataset_name-Transformed_seed-42 lda num-2 run0 <1% 2 0.6690411 0.5863255 0.7806838 1249 109307 0.0114265
dataset_name-Transformed_seed-42 lda num-2 run0 >20% 2 0.8700611 0.8591692 0.8877918 78408 109307 0.7173191
dataset_name-Transformed_seed-42 lda num-3 run0 1-5% 2 0.8499783 0.7738307 0.9510023 3809 56914 0.0669255
dataset_name-Transformed_seed-42 lda num-3 run0 5-20% 2 0.8291740 0.7323131 0.9656742 15224 56914 0.2674913
dataset_name-Transformed_seed-42 lda num-3 run0 <1% 2 0.3106814 0.6305147 0.2926829 576 56914 0.0101205
dataset_name-Transformed_seed-42 lda num-3 run0 >20% 2 0.8078387 0.8879150 0.7417230 37305 56914 0.6554626
dataset_name-Transformed_seed-42 lda num-4 run0 1-5% 3 0.7626568 0.7472452 0.7045195 5880 92497 0.0635696
dataset_name-Transformed_seed-42 lda num-4 run0 5-20% 2 0.8025709 0.7304629 0.9001495 20070 92497 0.2169800
dataset_name-Transformed_seed-42 lda num-4 run0 <1% 1 0.4035088 0.3333333 0.5111111 90 92497 0.0009730
dataset_name-Transformed_seed-42 lda num-4 run0 >20% 2 0.8163535 0.8588206 0.7905738 66457 92497 0.7184774
dataset_name-Transformed_seed-42 lda num-5 run0 1-5% 2 0.7116570 0.7990908 0.6424195 7829 110391 0.0709206
dataset_name-Transformed_seed-42 lda num-5 run0 5-20% 2 0.5629407 0.7087831 0.4937061 23054 110391 0.2088395
dataset_name-Transformed_seed-42 lda num-5 run0 <1% 2 0.5981276 0.5989629 0.5981103 1440 110391 0.0130445
dataset_name-Transformed_seed-42 lda num-5 run0 >20% 2 0.8136590 0.8114439 0.8522593 78068 110391 0.7071953
dataset_name-Transformed_seed-42 random num-1 run0 1-5% 4 0.0372573 0.0217780 0.1304656 15200 165885 0.0916297
dataset_name-Transformed_seed-42 random num-1 run0 5-20% 2 0.1211211 0.1212983 0.1222704 40097 165885 0.2417156
dataset_name-Transformed_seed-42 random num-1 run0 >20% 2 0.1805875 0.3283528 0.1249157 110588 165885 0.6666546
dataset_name-Transformed_seed-42 random num-2 run0 1-5% 4 0.0353181 0.0205064 0.1268907 14491 160829 0.0901019
dataset_name-Transformed_seed-42 random num-2 run0 5-20% 2 0.1278654 0.1276232 0.1301333 40003 160829 0.2487300
dataset_name-Transformed_seed-42 random num-2 run0 >20% 2 0.1798739 0.3341725 0.1235906 106335 160829 0.6611681
dataset_name-Transformed_seed-42 random num-3 run0 1-5% 4 0.0338566 0.0197242 0.1242207 14399 163357 0.0881444
dataset_name-Transformed_seed-42 random num-3 run0 5-20% 2 0.1225252 0.1227337 0.1231232 40124 163357 0.2456216
dataset_name-Transformed_seed-42 random num-3 run0 >20% 2 0.1831496 0.3351869 0.1262825 108834 163357 0.6662341
dataset_name-Transformed_seed-42 random num-4 run0 1-5% 4 0.0368897 0.0215614 0.1289762 15049 163801 0.0918737
dataset_name-Transformed_seed-42 random num-4 run0 5-20% 2 0.1231976 0.1224217 0.1255190 39895 163801 0.2435577
dataset_name-Transformed_seed-42 random num-4 run0 >20% 2 0.1774096 0.3311697 0.1213500 108857 163801 0.6645686
dataset_name-Transformed_seed-42 random num-5 run0 1-5% 4 0.0344173 0.0201227 0.1242713 14862 161138 0.0922315
dataset_name-Transformed_seed-42 random num-5 run0 5-20% 2 0.1239172 0.1255472 0.1229151 40532 161138 0.2515360
dataset_name-Transformed_seed-42 random num-5 run0 >20% 2 0.1802886 0.3263988 0.1250149 105744 161138 0.6562325
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1-5% 2 0.8811800 0.9203337 0.8529916 563622 21044883 0.0267819
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5-20% 1 0.8971209 0.9644306 0.8385936 1282093 21044883 0.0609218
dataset_name-flowcyt_seed-42 cyanno num-1 run0 <1% 2 0.3812354 0.9151995 0.3510619 206371 21044883 0.0098062
dataset_name-flowcyt_seed-42 cyanno num-1 run0 >20% 1 0.9878626 0.9815480 0.9942590 18992797 21044883 0.9024900
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1-5% 2 0.9206510 0.9401561 0.9021544 555738 20254822 0.0274373
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5-20% 1 0.9249748 0.9538766 0.8977729 1243222 20254822 0.0613791
dataset_name-flowcyt_seed-42 cyanno num-2 run0 <1% 2 0.4022106 0.5668681 0.3593047 200902 20254822 0.0099187
dataset_name-flowcyt_seed-42 cyanno num-2 run0 >20% 1 0.9907878 0.9869656 0.9946398 18254960 20254822 0.9012649
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1-5% 2 0.9063443 0.9494653 0.8670580 570759 20817600 0.0274171
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5-20% 1 0.9196880 0.9641157 0.8791746 1277273 20817600 0.0613554
dataset_name-flowcyt_seed-42 cyanno num-3 run0 <1% 2 0.6211621 0.9378153 0.4650297 206095 20817600 0.0099000
dataset_name-flowcyt_seed-42 cyanno num-3 run0 >20% 1 0.9893221 0.9825621 0.9961758 18763473 20817600 0.9013274
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1-5% 2 0.8266625 0.9063594 0.7817334 542143 20273915 0.0267409
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5-20% 1 0.9137186 0.9272835 0.9005449 1263273 20273915 0.0623103
dataset_name-flowcyt_seed-42 cyanno num-4 run0 <1% 2 0.7229495 0.9040127 0.6071854 192798 20273915 0.0095097
dataset_name-flowcyt_seed-42 cyanno num-4 run0 >20% 1 0.9875847 0.9836591 0.9915417 18275701 20273915 0.9014392
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1-5% 2 0.8828486 0.9256890 0.8517257 554790 20668387 0.0268424
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5-20% 1 0.9260658 0.9383329 0.9141154 1240455 20668387 0.0600170
dataset_name-flowcyt_seed-42 cyanno num-5 run0 <1% 2 0.6883116 0.9390447 0.5549973 193877 20668387 0.0093804
dataset_name-flowcyt_seed-42 cyanno num-5 run0 >20% 1 0.9899586 0.9865215 0.9934197 18679265 20668387 0.9037602
dataset_name-flowcyt_seed-42 cygate num-1 run0 1-5% 2 0.6102383 0.4840310 0.8764692 563622 20948049 0.0269057
dataset_name-flowcyt_seed-42 cygate num-1 run0 5-20% 1 0.7779820 0.6992432 0.8767040 1282093 20948049 0.0612035
dataset_name-flowcyt_seed-42 cygate num-1 run0 <1% 2 0.0450642 0.0245427 0.4986305 206371 20948049 0.0098516
dataset_name-flowcyt_seed-42 cygate num-1 run0 >20% 1 0.5228153 0.9754386 0.3571093 18895963 20948049 0.9020393
dataset_name-flowcyt_seed-42 cygate num-2 run0 1-5% 2 0.5266601 0.3697433 0.9153281 555738 20229356 0.0274719
dataset_name-flowcyt_seed-42 cygate num-2 run0 5-20% 1 0.7001864 0.5900951 0.8607779 1243222 20229356 0.0614563
dataset_name-flowcyt_seed-42 cygate num-2 run0 <1% 2 0.1372323 0.0937487 0.5162288 200902 20229356 0.0099312
dataset_name-flowcyt_seed-42 cygate num-2 run0 >20% 1 0.8962026 0.9812667 0.8247101 18229494 20229356 0.9011406
dataset_name-flowcyt_seed-42 cygate num-3 run0 1-5% 2 0.5582889 0.3976012 0.9390167 570759 20809904 0.0274273
dataset_name-flowcyt_seed-42 cygate num-3 run0 5-20% 1 0.3928809 0.2509916 0.9038295 1277273 20809904 0.0613781
dataset_name-flowcyt_seed-42 cygate num-3 run0 <1% 2 0.0355352 0.0208362 0.2165449 206095 20809904 0.0099037
dataset_name-flowcyt_seed-42 cygate num-3 run0 >20% 1 0.8069926 0.9805099 0.6856547 18755777 20809904 0.9012909
dataset_name-flowcyt_seed-42 cygate num-4 run0 1-5% 2 0.5312102 0.3670175 0.9676920 542143 20271227 0.0267445
dataset_name-flowcyt_seed-42 cygate num-4 run0 5-20% 1 0.7432083 0.6285384 0.9090553 1263273 20271227 0.0623185
dataset_name-flowcyt_seed-42 cygate num-4 run0 <1% 2 0.0504226 0.0292738 0.6465872 192798 20271227 0.0095109
dataset_name-flowcyt_seed-42 cygate num-4 run0 >20% 1 0.7749169 0.9822848 0.6398414 18273013 20271227 0.9014261
dataset_name-flowcyt_seed-42 cygate num-5 run0 1-5% 2 0.5504430 0.3935386 0.9243723 554790 20649785 0.0268666
dataset_name-flowcyt_seed-42 cygate num-5 run0 5-20% 1 0.7022268 0.5706778 0.9125918 1240455 20649785 0.0600711
dataset_name-flowcyt_seed-42 cygate num-5 run0 <1% 2 0.2062297 0.1891572 0.5310819 193877 20649785 0.0093888
dataset_name-flowcyt_seed-42 cygate num-5 run0 >20% 1 0.8955567 0.9844341 0.8213987 18660663 20649785 0.9036735
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1-5% 2 0.7362208 0.6298253 0.8921837 563622 21044883 0.0267819
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5-20% 1 0.8552554 0.9111199 0.8058456 1282093 21044883 0.0609218
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 <1% 2 0.3053934 0.9237288 0.0914685 206371 21044883 0.0098062
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 >20% 1 0.9857259 0.9826158 0.9888557 18992797 21044883 0.9024900
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1-5% 2 0.0046069 0.0071483 0.0016993 555738 20254822 0.0274373
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5-20% 1 NA NA 0.0000000 1243222 20254822 0.0613791
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 <1% 2 NA NA 0.0000000 200902 20254822 0.0099187
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 >20% 1 0.9510641 0.9066942 1.0000000 18254960 20254822 0.9012649
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1-5% 2 0.0027588 0.0652752 0.0018916 570759 20817600 0.0274171
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5-20% 1 NA 0.0000000 0.0000000 1277273 20817600 0.0613554
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 <1% 2 0.7309555 0.3817847 0.3505068 206095 20817600 0.0099000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 >20% 1 0.9510675 0.9067840 0.9998984 18763473 20817600 0.9013274
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1-5% 2 0.0044778 0.0071483 0.0016300 542143 20273915 0.0267409
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5-20% 1 NA NA 0.0000000 1263273 20273915 0.0623103
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 <1% 2 NA NA 0.0000000 192798 20273915 0.0095097
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 >20% 1 0.9511577 0.9068644 1.0000000 18275701 20273915 0.9014392
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1-5% 2 0.0045788 0.0071483 0.0016841 554790 20668387 0.0268424
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5-20% 1 0.8773477 0.8444900 0.9128658 1240455 20668387 0.0600170
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 <1% 2 NA NA 0.0000000 193877 20668387 0.0093804
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 >20% 1 0.9751276 0.9617508 0.9888818 18679265 20668387 0.9037602
dataset_name-flowcyt_seed-42 lda num-1 run0 1-5% 3 0.6225412 0.6164734 0.7296885 1508985 20333767 0.0742108
dataset_name-flowcyt_seed-42 lda num-1 run0 <1% 2 0.5735600 0.4779566 0.7319691 192923 20333767 0.0094878
dataset_name-flowcyt_seed-42 lda num-1 run0 >20% 1 0.9591216 0.9747722 0.9439656 18631859 20333767 0.9163014
dataset_name-flowcyt_seed-42 lda num-2 run0 1-5% 2 0.5474785 0.4540670 0.7010494 513346 19937763 0.0257474
dataset_name-flowcyt_seed-42 lda num-2 run0 5-20% 1 0.7020241 0.5860630 0.8751938 1182209 19937763 0.0592950
dataset_name-flowcyt_seed-42 lda num-2 run0 <1% 2 0.4282924 0.3398819 0.7495931 195286 19937763 0.0097948
dataset_name-flowcyt_seed-42 lda num-2 run0 >20% 1 0.9528726 0.9784731 0.9285776 18046922 19937763 0.9051628
dataset_name-flowcyt_seed-42 lda num-3 run0 1-5% 2 0.5745961 0.4760912 0.7598927 546253 20554679 0.0265756
dataset_name-flowcyt_seed-42 lda num-3 run0 5-20% 1 0.6922488 0.5794550 0.8595680 1194799 20554679 0.0581278
dataset_name-flowcyt_seed-42 lda num-3 run0 <1% 2 0.5644402 0.5956946 0.5363116 203808 20554679 0.0099154
dataset_name-flowcyt_seed-42 lda num-3 run0 >20% 1 0.9521646 0.9770506 0.9285148 18609819 20554679 0.9053812
dataset_name-flowcyt_seed-42 lda num-4 run0 1-5% 2 0.5932649 0.4421912 0.9216917 517351 19931427 0.0259565
dataset_name-flowcyt_seed-42 lda num-4 run0 5-20% 1 0.7246570 0.6220331 0.8678334 1214051 19931427 0.0609114
dataset_name-flowcyt_seed-42 lda num-4 run0 <1% 2 0.5546385 0.4951974 0.6543305 181909 19931427 0.0091267
dataset_name-flowcyt_seed-42 lda num-4 run0 >20% 1 0.9536845 0.9835635 0.9255674 18018116 19931427 0.9040053
dataset_name-flowcyt_seed-42 lda num-5 run0 1-5% 2 0.5639256 0.4825696 0.7358285 506754 20343658 0.0249097
dataset_name-flowcyt_seed-42 lda num-5 run0 5-20% 1 0.6720323 0.5395374 0.8907831 1170149 20343658 0.0575191
dataset_name-flowcyt_seed-42 lda num-5 run0 <1% 2 0.5143026 0.4909860 0.5931267 182626 20343658 0.0089770
dataset_name-flowcyt_seed-42 lda num-5 run0 >20% 1 0.9511517 0.9790808 0.9247717 18484129 20343658 0.9085942
dataset_name-flowcyt_seed-42 random num-1 run0 1-5% 2 0.0246302 0.0133114 0.1655755 563622 21044883 0.0267819
dataset_name-flowcyt_seed-42 random num-1 run0 5-20% 1 0.0891454 0.0608291 0.1667843 1282093 21044883 0.0609218
dataset_name-flowcyt_seed-42 random num-1 run0 <1% 2 0.0093376 0.0049346 0.1667546 206371 21044883 0.0098062
dataset_name-flowcyt_seed-42 random num-1 run0 >20% 1 0.2814891 0.9022769 0.1667566 18992797 21044883 0.9024900
dataset_name-flowcyt_seed-42 random num-2 run0 1-5% 2 0.0251725 0.0136298 0.1654769 555738 20254822 0.0274373
dataset_name-flowcyt_seed-42 random num-2 run0 5-20% 1 0.0896424 0.0612910 0.1667980 1243222 20254822 0.0613791
dataset_name-flowcyt_seed-42 random num-2 run0 <1% 2 0.0094287 0.0049856 0.1663355 200902 20254822 0.0099187
dataset_name-flowcyt_seed-42 random num-2 run0 >20% 1 0.2814345 0.9010408 0.1667605 18254960 20254822 0.9012649
dataset_name-flowcyt_seed-42 random num-3 run0 1-5% 2 0.0251811 0.0136310 0.1656413 570759 20817600 0.0274171
dataset_name-flowcyt_seed-42 random num-3 run0 5-20% 1 0.0896189 0.0612687 0.1668007 1277273 20817600 0.0613554
dataset_name-flowcyt_seed-42 random num-3 run0 <1% 2 0.0094126 0.0049768 0.1663673 206095 20817600 0.0099000
dataset_name-flowcyt_seed-42 random num-3 run0 >20% 1 0.2814321 0.9011134 0.1667564 18763473 20817600 0.9013274
dataset_name-flowcyt_seed-42 random num-4 run0 1-5% 2 0.0246366 0.0133072 0.1658331 542143 20273915 0.0267409
dataset_name-flowcyt_seed-42 random num-4 run0 5-20% 1 0.0906453 0.0622293 0.1668214 1263273 20273915 0.0623103
dataset_name-flowcyt_seed-42 random num-4 run0 <1% 2 0.0090713 0.0047859 0.1659866 192798 20273915 0.0095097
dataset_name-flowcyt_seed-42 random num-4 run0 >20% 1 0.2814436 0.9012111 0.1667611 18275701 20273915 0.9014392
dataset_name-flowcyt_seed-42 random num-5 run0 1-5% 2 0.0246650 0.0133314 0.1654586 554790 20668387 0.0268424
dataset_name-flowcyt_seed-42 random num-5 run0 5-20% 1 0.0881883 0.0599379 0.1668106 1240455 20668387 0.0600170
dataset_name-flowcyt_seed-42 random num-5 run0 <1% 2 0.0089574 0.0047223 0.1663140 193877 20668387 0.0093804
dataset_name-flowcyt_seed-42 random num-5 run0 >20% 1 0.2815598 0.9035259 0.1667636 18679265 20668387 0.9037602

Dataset Context

dataset model crossvalidation run_id n_cells n_populations min_support median_support max_support imbalance_ratio support_entropy
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 2828901 25 461 40753.0 682164 1479.748373 3.6539758
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 2768169 25 406 40576.0 660160 1626.009852 3.6624334
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 2830864 25 461 40513.0 679484 1473.934924 3.6565345
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 2817387 25 461 38392.0 678706 1472.247288 3.6520901
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 2800058 25 461 38985.0 672490 1458.763557 3.6619769
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 2732233 25 449 40640.0 682009 1518.951002 3.6740370
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 2703551 25 401 40113.0 659414 1644.423940 3.6650864
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 2766411 25 454 40472.0 679471 1496.632159 3.6498991
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 2717047 25 177 38219.0 675102 3814.135593 3.6480105
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2661403 25 183 38914.0 666814 3643.792350 3.6630086
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 2828901 25 461 40753.0 682164 1479.748373 3.6539758
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 2768169 25 406 40576.0 660160 1626.009852 3.6624334
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 2830864 25 461 40513.0 679484 1473.934924 3.6565345
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 2817387 25 461 38392.0 678706 1472.247288 3.6520901
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 2800058 25 461 38985.0 672490 1458.763557 3.6619769
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2383256 25 393 36807.0 655296 1667.419847 3.5642332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 2354472 25 341 36516.0 605268 1774.979472 3.6055770
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2533024 25 382 37173.0 645036 1688.575916 3.6161898
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 2351465 25 432 33321.0 602353 1394.335648 3.6120533
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 2296980 25 294 34514.0 637271 2167.588435 3.5815452
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2828901 25 461 40753.0 682164 1479.748373 3.6539758
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2768169 25 406 40576.0 660160 1626.009852 3.6624334
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 2830864 25 461 40513.0 679484 1473.934924 3.6565345
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2817387 25 461 38392.0 678706 1472.247288 3.6520901
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 2800058 25 461 38985.0 672490 1458.763557 3.6619769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1404771 6 66853 188221.0 594739 8.896220 2.2753965
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1515011 6 76220 194103.5 674339 8.847271 2.2428233
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1250408 6 49698 155767.0 575285 11.575617 2.1937637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1308093 6 55610 155843.5 634665 11.412786 2.1533324
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1392140 6 62997 175016.5 667931 10.602584 2.1651464
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1388241 6 59969 188021.5 585512 9.763578 2.2712410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1471041 6 82881 197436.0 607573 7.330667 2.3054179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1471041 6 82881 197436.0 607573 7.330667 2.3054179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1378493 6 58027 180723.5 599001 10.322798 2.2460937
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1286106 6 58202 161436.0 601021 10.326466 2.1894294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1368039 6 53561 164743.0 663924 12.395661 2.1490576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1343879 6 55972 156414.5 655767 11.715983 2.1478725
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1471041 6 82881 197436.0 607573 7.330667 2.3054179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1471041 6 82881 197436.0 607573 7.330667 2.3054179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1515146 6 76275 194169.0 674288 8.840223 2.2429938
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1251090 6 50031 155865.5 575367 11.500210 2.1945230
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1392291 6 63012 175039.0 667906 10.599664 2.1653203
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1473864 6 64864 183510.0 672995 10.375478 2.2130107
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1394404 6 64922 181937.5 602133 9.274714 2.2581331
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1266355 6 52068 155851.0 599302 11.509987 2.1715148
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1365149 6 52449 164050.0 663493 12.650251 2.1464014
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1334086 6 52818 153784.5 655308 12.406907 2.1380166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1471041 6 82881 197436.0 607573 7.330667 2.3054179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1471041 6 82881 197436.0 607573 7.330667 2.3054179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1536957 6 84697 194807.0 686400 8.104183 2.2460797
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
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dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1471041 6 82881 197436.0 607573 7.330667 2.3054179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1356644 6 71844 174481.0 605424 8.426925 2.2359596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1421911 6 65416 175073.0 669963 10.241577 2.1875900
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1408466 6 73604 168336.0 661241 8.983764 2.1984220
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3804850 6 148112 449638.5 1497047 10.107534 2.2471931
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3956437 6 184787 438045.0 1680825 9.096013 2.2271713
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3871161 6 177410 443714.0 1569785 8.848346 2.2422589
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3907351 6 169715 436708.5 1629182 9.599517 2.2224627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3978798 6 182585 450606.5 1658216 9.081885 2.2336569
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3768363 6 140300 448497.5 1485856 10.590563 2.2447629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3789323 6 153912 404090.0 1624641 10.555649 2.2030637
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3586312 6 151397 369073.5 1472895 9.728693 2.2086043
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3674391 6 130199 361980.0 1600287 12.291085 2.1586212
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3694040 6 136993 383338.0 1567485 11.442081 2.1894939
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3804850 6 148112 449638.5 1497047 10.107534 2.2471931
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3956437 6 184787 438045.0 1680825 9.096013 2.2271713
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3871161 6 177410 443714.0 1569785 8.848346 2.2422589
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3907351 6 169715 436708.5 1629182 9.599517 2.2224627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3978798 6 182585 450606.5 1658216 9.081885 2.2336569
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3615263 6 118892 427845.0 1488835 12.522583 2.1895369
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3828528 6 170541 419016.0 1657186 9.717229 2.2121621
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3629528 6 128611 416511.0 1550880 12.058689 2.1733570
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3718230 6 123093 421221.5 1616314 13.130836 2.1631586
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3792755 6 152489 426790.0 1643495 10.777794 2.1980167
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3804850 6 148112 449638.5 1497047 10.107534 2.2471931
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3956437 6 184787 438045.0 1680825 9.096013 2.2271713
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3871161 6 177410 443714.0 1569785 8.848346 2.2422589
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3907351 6 169715 436708.5 1629182 9.599517 2.2224627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3978798 6 182585 450606.5 1658216 9.081885 2.2336569
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 16665728 28 1287 59783.5 10045380 7805.268065 2.3638708
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 16671781 28 1291 59806.5 10049130 7783.989156 2.3639332
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 16028386 28 1253 57659.0 9667226 7715.264166 2.3629804
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 16163956 28 1255 58228.0 9748168 7767.464542 2.3625176
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 16114380 28 1244 57528.5 9715414 7809.818328 2.3632974
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 16209847 28 656 50944.0 9944552 15159.378049 2.2913851
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 16287863 28 944 51259.0 9959077 10549.869703 2.3071051
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 15674629 28 930 50331.5 9603139 10325.955914 2.3011013
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 15734492 28 713 49517.0 9660187 13548.649369 2.2959073
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 15536797 28 821 49899.0 9463844 11527.215591 2.3218246
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 16665728 28 1287 59783.5 10045380 7805.268065 2.3638708
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 16671781 28 1291 59806.5 10049130 7783.989156 2.3639332
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 16028386 28 1253 57659.0 9667226 7715.264166 2.3629804
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 16163956 28 1255 58228.0 9748168 7767.464542 2.3625176
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 16114380 28 1244 57528.5 9715414 7809.818328 2.3632974
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 16462252 28 1185 59104.5 10013960 8450.599156 2.3412748
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 16524341 28 1183 59197.0 10038523 8485.649197 2.3430164
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 15872550 28 1159 56995.5 9653799 8329.421053 2.3398683
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 15982233 28 1158 57778.5 9728281 8400.933506 2.3390470
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 15956885 28 1123 56878.5 9702044 8639.398041 2.3399497
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 16665728 28 1287 59783.5 10045380 7805.268065 2.3638708
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16671781 28 1291 59806.5 10049130 7783.989156 2.3639332
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 16028386 28 1253 57659.0 9667226 7715.264166 2.3629804
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 16163956 28 1255 58228.0 9748168 7767.464542 2.3625176
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 16114380 28 1244 57528.5 9715414 7809.818328 2.3632974
dataset_name-Levine_seed-42 cyanno num-1 run0 191351 15 182 2066.0 118888 653.230769 2.0167418
dataset_name-Levine_seed-42 cyanno num-2 run0 74276 15 87 1229.0 42555 489.137931 2.2212887
dataset_name-Levine_seed-42 cygate num-1 run0 182013 15 182 2066.0 110011 604.456044 2.0749290
dataset_name-Levine_seed-42 cygate num-2 run0 72900 15 87 1222.0 41203 473.597701 2.2463594
dataset_name-Levine_seed-42 dgcytof num-1 run0 191351 15 182 2066.0 118888 653.230769 2.0167418
dataset_name-Levine_seed-42 dgcytof num-2 run0 74276 15 87 1229.0 42555 489.137931 2.2212887
dataset_name-Levine_seed-42 lda num-1 run0 150932 15 149 1763.0 95120 638.389262 2.0127323
dataset_name-Levine_seed-42 lda num-2 run0 53148 15 85 1044.0 30923 363.800000 2.2479204
dataset_name-Levine_seed-42 random num-1 run0 191351 15 182 2066.0 118888 653.230769 2.0167418
dataset_name-Levine_seed-42 random num-2 run0 74276 15 87 1229.0 42555 489.137931 2.2212887
dataset_name-Samusik_seed-42 cyanno num-1 run0 755903 25 26 5073.0 293262 11279.307692 2.9765642
dataset_name-Samusik_seed-42 cyanno num-2 run0 760931 25 26 4924.0 297671 11448.884615 2.9606080
dataset_name-Samusik_seed-42 cyanno num-3 run0 757088 25 28 5067.0 297550 10626.785714 2.9726002
dataset_name-Samusik_seed-42 cyanno num-4 run0 758138 25 24 5112.0 296206 12341.916667 2.9700446
dataset_name-Samusik_seed-42 cyanno num-5 run0 764362 25 27 5223.0 295815 10956.111111 2.9793343
dataset_name-Samusik_seed-42 cygate num-1 run0 733815 25 26 5071.0 273956 10536.769231 3.0168303
dataset_name-Samusik_seed-42 cygate num-2 run0 706227 25 26 4922.0 254912 9804.307692 3.0487670
dataset_name-Samusik_seed-42 cygate num-3 run0 733150 25 28 5067.0 277649 9916.035714 3.0133604
dataset_name-Samusik_seed-42 cygate num-4 run0 721569 25 24 5111.0 269689 11237.041667 3.0219806
dataset_name-Samusik_seed-42 cygate num-5 run0 738262 25 27 5223.0 274000 10148.148148 3.0240312
dataset_name-Samusik_seed-42 dgcytof num-1 run0 755903 25 26 5073.0 293262 11279.307692 2.9765642
dataset_name-Samusik_seed-42 dgcytof num-2 run0 760931 25 26 4924.0 297671 11448.884615 2.9606080
dataset_name-Samusik_seed-42 dgcytof num-3 run0 757088 25 28 5067.0 297550 10626.785714 2.9726002
dataset_name-Samusik_seed-42 dgcytof num-4 run0 758138 25 24 5112.0 296206 12341.916667 2.9700446
dataset_name-Samusik_seed-42 dgcytof num-5 run0 764362 25 27 5223.0 295815 10956.111111 2.9793343
dataset_name-Samusik_seed-42 lda num-1 run0 574278 25 23 4923.0 227540 9893.043478 2.9787025
dataset_name-Samusik_seed-42 lda num-2 run0 538304 25 26 4197.0 218053 8386.653846 2.9162266
dataset_name-Samusik_seed-42 lda num-3 run0 529381 25 24 4798.0 212894 8870.583333 2.9653720
dataset_name-Samusik_seed-42 lda num-4 run0 507040 25 23 4230.0 202589 8808.217391 2.9554969
dataset_name-Samusik_seed-42 lda num-5 run0 550251 25 27 4666.0 220278 8158.444444 2.9732042
dataset_name-Samusik_seed-42 random num-1 run0 755903 25 26 5073.0 293262 11279.307692 2.9765642
dataset_name-Samusik_seed-42 random num-2 run0 760931 25 26 4924.0 297671 11448.884615 2.9606080
dataset_name-Samusik_seed-42 random num-3 run0 757088 25 28 5067.0 297550 10626.785714 2.9726002
dataset_name-Samusik_seed-42 random num-4 run0 758138 25 24 5112.0 296206 12341.916667 2.9700446
dataset_name-Samusik_seed-42 random num-5 run0 764362 25 27 5223.0 295815 10956.111111 2.9793343
dataset_name-Transformed_seed-42 cyanno num-1 run0 165885 8 1900 11453.5 60654 31.923158 2.2713278
dataset_name-Transformed_seed-42 cyanno num-2 run0 160829 8 1784 11410.5 58299 32.678812 2.2754494
dataset_name-Transformed_seed-42 cyanno num-3 run0 163357 8 1865 11448.5 59143 31.712064 2.2668216
dataset_name-Transformed_seed-42 cyanno num-4 run0 163801 8 1851 11668.0 60032 32.432199 2.2754744
dataset_name-Transformed_seed-42 cyanno num-5 run0 161138 8 1838 11932.0 59222 32.220892 2.2862298
dataset_name-Transformed_seed-42 cygate num-1 run0 129918 8 1531 10267.5 39442 25.762247 2.3782550
dataset_name-Transformed_seed-42 cygate num-2 run0 158779 8 1783 11366.5 57202 32.081885 2.2794639
dataset_name-Transformed_seed-42 cygate num-3 run0 136527 8 1750 11124.5 42899 24.513714 2.3511258
dataset_name-Transformed_seed-42 cygate num-4 run0 142677 8 1621 10957.0 52001 32.079580 2.3193521
dataset_name-Transformed_seed-42 cygate num-5 run0 153417 8 1758 11657.0 58796 33.444824 2.2934099
dataset_name-Transformed_seed-42 dgcytof num-1 run0 165885 8 1900 11453.5 60654 31.923158 2.2713278
dataset_name-Transformed_seed-42 dgcytof num-2 run0 160829 8 1784 11410.5 58299 32.678812 2.2754494
dataset_name-Transformed_seed-42 dgcytof num-3 run0 163357 8 1865 11448.5 59143 31.712064 2.2668216
dataset_name-Transformed_seed-42 dgcytof num-4 run0 163801 8 1851 11668.0 60032 32.432199 2.2754744
dataset_name-Transformed_seed-42 dgcytof num-5 run0 161138 8 1838 11932.0 59222 32.220892 2.2862298
dataset_name-Transformed_seed-42 lda num-1 run0 62691 8 54 4538.5 24602 455.592593 2.1744895
dataset_name-Transformed_seed-42 lda num-2 run0 109307 8 221 7596.0 44556 201.610860 2.1050278
dataset_name-Transformed_seed-42 lda num-3 run0 56914 8 84 4632.0 25598 304.738095 2.1556339
dataset_name-Transformed_seed-42 lda num-4 run0 92497 8 90 6271.5 37550 417.222222 2.0962266
dataset_name-Transformed_seed-42 lda num-5 run0 110391 8 373 7667.0 41872 112.257373 2.1608708
dataset_name-Transformed_seed-42 random num-1 run0 165885 8 1900 11453.5 60654 31.923158 2.2713278
dataset_name-Transformed_seed-42 random num-2 run0 160829 8 1784 11410.5 58299 32.678812 2.2754494
dataset_name-Transformed_seed-42 random num-3 run0 163357 8 1865 11448.5 59143 31.712064 2.2668216
dataset_name-Transformed_seed-42 random num-4 run0 163801 8 1851 11668.0 60032 32.432199 2.2754744
dataset_name-Transformed_seed-42 random num-5 run0 161138 8 1838 11932.0 59222 32.220892 2.2862298
dataset_name-flowcyt_seed-42 cyanno num-1 run0 21044883 6 3575 281811.0 18992797 5312.670490 0.6127141
dataset_name-flowcyt_seed-42 cyanno num-2 run0 20254822 6 3541 277869.0 18254960 5155.312059 0.6192130
dataset_name-flowcyt_seed-42 cyanno num-3 run0 20817600 6 3552 285379.5 18763473 5282.509291 0.6189046
dataset_name-flowcyt_seed-42 cyanno num-4 run0 20273915 6 3421 271071.5 18275701 5342.210173 0.6160015
dataset_name-flowcyt_seed-42 cyanno num-5 run0 20668387 6 3493 277395.0 18679265 5347.628113 0.6067665
dataset_name-flowcyt_seed-42 cygate num-1 run0 20948049 6 3575 281811.0 18895963 5285.584056 0.6148605
dataset_name-flowcyt_seed-42 cygate num-2 run0 20229356 6 3541 277869.0 18229494 5148.120305 0.6198036
dataset_name-flowcyt_seed-42 cygate num-3 run0 20809904 6 3552 285379.5 18755777 5280.342624 0.6190780
dataset_name-flowcyt_seed-42 cygate num-4 run0 20271227 6 3421 271071.5 18273013 5341.424437 0.6160633
dataset_name-flowcyt_seed-42 cygate num-5 run0 20649785 6 3493 277395.0 18660663 5342.302605 0.6071815
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 21044883 6 3575 281811.0 18992797 5312.670490 0.6127141
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 20254822 6 3541 277869.0 18254960 5155.312059 0.6192130
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 20817600 6 3552 285379.5 18763473 5282.509291 0.6189046
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 20273915 6 3421 271071.5 18275701 5342.210173 0.6160015
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 20668387 6 3493 277395.0 18679265 5347.628113 0.6067665
dataset_name-flowcyt_seed-42 lda num-1 run0 20333767 6 3532 265360.5 18631859 5275.158267 0.5543348
dataset_name-flowcyt_seed-42 lda num-2 run0 19937763 6 3541 256673.0 18046922 5096.560858 0.5996596
dataset_name-flowcyt_seed-42 lda num-3 run0 20554679 6 3539 273126.5 18609819 5258.496468 0.6012049
dataset_name-flowcyt_seed-42 lda num-4 run0 19931427 6 3417 258675.5 18018116 5273.080480 0.6032416
dataset_name-flowcyt_seed-42 lda num-5 run0 20343658 6 3474 253377.0 18484129 5320.704951 0.5821327
dataset_name-flowcyt_seed-42 random num-1 run0 21044883 6 3575 281811.0 18992797 5312.670490 0.6127141
dataset_name-flowcyt_seed-42 random num-2 run0 20254822 6 3541 277869.0 18254960 5155.312059 0.6192130
dataset_name-flowcyt_seed-42 random num-3 run0 20817600 6 3552 285379.5 18763473 5282.509291 0.6189046
dataset_name-flowcyt_seed-42 random num-4 run0 20273915 6 3421 271071.5 18275701 5342.210173 0.6160015
dataset_name-flowcyt_seed-42 random num-5 run0 20668387 6 3493 277395.0 18679265 5347.628113 0.6067665

Dominant Errors (FNR)

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 1372 1957 5976 2819596 0.1867175 0.0006936 0.8132825 0.9993064
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13232 2058 27521 2786090 0.3246878 0.0007381 0.6753122 0.9992619
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 3355 4123 4189 2817234 0.4447243 0.0014614 0.5552757 0.9985386
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 406 2767763 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 0 0 27419 2740750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 15 0 7448 2760706 0.0020099 0.0000000 0.9979901 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 83260 3424 114843 2566642 0.4202864 0.0013323 0.5797136 0.9986677
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 2045 3169 5346 2806827 0.2766879 0.0011278 0.7233121 0.9988722
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 4 7480 2792574 0.0000000 0.0000014 1.0000000 0.9999986
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 460 55 7026 2792517 0.0614480 0.0000197 0.9385520 0.9999803
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 16 Debris Debris 0 0 3391 2728842 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 449 2731784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 9627 10338 177021 2535247 0.0515784 0.0040611 0.9484216 0.9959389
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 25 Ungated Ungated 25223 12292 312392 2382326 0.0747094 0.0051332 0.9252906 0.9948668
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 961 18834 6559 2705879 0.1277926 0.0069123 0.8722074 0.9930877
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 16 Debris Debris 0 0 3434 2700117 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 25 Ungated Ungated 14436 19378 362345 2307392 0.0383140 0.0083283 0.9616860 0.9916717
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 4464 3278 47713 2648096 0.0855549 0.0012363 0.9144451 0.9987637
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 45 7175 356 2695975 0.1122195 0.0026543 0.8877805 0.9973457
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1797 9888 5590 2686276 0.2432652 0.0036674 0.7567348 0.9963326
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 4 Basophil Basophil 0 0 2332 2764079 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 183909 2582502 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 16 Debris Debris 0 0 3325 2763086 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7490 2758921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 454 2765957 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 4 Basophil Basophil 0 0 177 2716870 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 186864 2530183 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 16 Debris Debris 0 0 3376 2713671 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 237 2716810 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2710 3110 49455 2661772 0.0519505 0.0011670 0.9480495 0.9988330
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 4 Basophil Basophil 0 0 1309 2660094 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 16 Debris Debris 0 0 3349 2658054 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 183 2661220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 271368 2263552 0.1718683 0.0300654 0.8281317 0.9699346
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 1512 11057 5326 2643508 0.2211173 0.0041653 0.7788827 0.9958347
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 537 1105 6811 2820448 0.0730811 0.0003916 0.9269189 0.9996084
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 3051 1143 12578 2812129 0.1952140 0.0004063 0.8047860 0.9995937
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 13841 4331 26912 2783817 0.3396314 0.0015534 0.6603686 0.9984466
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 1 13 405 2767750 0.0024631 0.0000047 0.9975369 0.9999953
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 289 232 27130 2740518 0.0105401 0.0000846 0.9894599 0.9999154
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 226 51 7237 2760655 0.0302827 0.0000185 0.9697173 0.9999815
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 7140 1713 33436 2725880 0.1759661 0.0006280 0.8240339 0.9993720
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 1331 1218 5965 2808873 0.1824287 0.0004334 0.8175713 0.9995666
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 29 313 7451 2792265 0.0038770 0.0001121 0.9961230 0.9998879
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 490 153 6996 2792419 0.0654555 0.0000548 0.9345445 0.9999452
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 16 Debris Debris 0 0 3197 2380059 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 393 2382863 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 33 532 3977 2378714 0.0082294 0.0002236 0.9917706 0.9997764
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 25739 23736 64755 2269026 0.2844277 0.0103526 0.7155723 0.9896474
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 0 1 3481 2350990 0.0000000 0.0000004 1.0000000 0.9999996
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 16 Debris Debris 0 0 3213 2351259 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 6 61 24509 2329896 0.0002447 0.0000262 0.9997553 0.9999738
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 18396 7491 111031 2217554 0.1421342 0.0033667 0.8578658 0.9966333
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 3626 5036 19089 2326721 0.1596302 0.0021597 0.8403698 0.9978403
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 4 Basophil Basophil 0 0 2221 2530803 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 161559 2371465 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 16 Debris Debris 0 0 3262 2529762 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 6173 2526851 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 382 2532642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 4 Basophil Basophil 0 0 2200 2349265 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 136257 2215208 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 16 Debris Debris 0 0 3151 2348314 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 432 2351033 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 81 401 4782 2346201 0.0166564 0.0001709 0.9833436 0.9998291
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 4 Basophil Basophil 0 0 2076 2294904 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 16 Debris Debris 0 0 3196 2293784 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 294 2296686 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 291 1299 5102 2290288 0.0539588 0.0005669 0.9460412 0.9994331
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 589 1432 3965 2290994 0.1293368 0.0006247 0.8706632 0.9993753
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 16 Debris Debris 0 0 3465 2825436 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2828440 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 304 122970 7240 2698387 0.0402969 0.0435854 0.9597031 0.9564146
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 2 B Cell (Memory) B Cell (Memory) 1601 118815 37600 2670885 0.0408408 0.0425906 0.9591592 0.9574094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2247 120239 51751 2654664 0.0416127 0.0433309 0.9583873 0.9566691
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 16 Debris Debris 0 0 3465 2764704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 14 115855 392 2651908 0.0344828 0.0418587 0.9655172 0.9581413
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 542 112415 14326 2640886 0.0364541 0.0408292 0.9635459 0.9591708
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 4 Basophil Basophil 82 115612 2067 2650408 0.0381573 0.0417972 0.9618427 0.9582028
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 2 B Cell (Memory) B Cell (Memory) 1560 110578 37158 2618873 0.0402913 0.0405129 0.9597087 0.9594871
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 4 Basophil Basophil 0 0 2334 2828530 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2642220 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 16 Debris Debris 0 0 3465 2827399 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 0 0 7514 2823350 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2830403 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 4 Basophil Basophil 0 0 2334 2815053 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 0 0 188644 2628743 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 16 Debris Debris 0 0 3465 2813922 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2816926 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 17 Dendritic Cell (Type 1, CD141+) Dendritic Cell (Type 1, CD141+) 308 130430 7083 2679566 0.0416723 0.0464164 0.9583277 0.9535836
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 4 Basophil Basophil 0 0 2334 2797724 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 16 Debris Debris 0 0 3465 2796593 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 18 Dendritic Cell (Type 2, CD1c+) Dendritic Cell (Type 2, CD1c+) 0 0 461 2799597 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 312 123590 7174 2668982 0.0416778 0.0442567 0.9583222 0.9557433
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 4307 120579 94433 2580739 0.0436196 0.0446371 0.9563804 0.9553629
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 2 CD19 CD19 128596 306 266 1227476 0.9979358 0.0002492 0.0020642 0.9997508
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 21784 1403073 0.7141957 0.0248250 0.2858043 0.9751750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 27365 1305674 0.8621591 0.0082120 0.1378409 0.9917880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 6 Ungated Ungated 168639 1137 21042 1324193 0.8890664 0.0008579 0.1109336 0.9991421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 9811 817550 0.9854509 0.0275042 0.0145491 0.9724958
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1306083 0.9916477 0.0058345 0.0083523 0.9941655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 34123 1169810 0.3133929 0.0257348 0.6866071 0.9742652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 6 Ungated Ungated 117724 0 27167 1105517 0.8125004 0.0000000 0.1874996 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 30910 1052428 0.8330498 0.0120487 0.1669502 0.9879513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2015 1065329 0.9879083 0.0170111 0.0120917 0.9829889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 349 1119089 0.9972892 0.0022939 0.0027108 0.9977061
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 84704 1137177 0.5034936 0.0002778 0.4965064 0.9997222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 19894 1167089 0.6422586 0.0681798 0.3577414 0.9318202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 6 Ungated Ungated 96958 0 38573 1172562 0.7153935 0.0000000 0.2846065 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1130259 0.9776516 0.0220414 0.0223484 0.9779586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 1798 641769 0.9971670 0.0470117 0.0028330 0.9529883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 6 Ungated Ungated 85876 1102 44732 1260430 0.6575095 0.0008735 0.3424905 0.9991265
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 11337 1309683 0.8200390 0.0146410 0.1799610 0.9853590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7191 1203188 0.9601763 0.0069175 0.0398237 0.9930825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 10635 716906 0.9840777 0.0100841 0.0159223 0.9899159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2651 1191970 0.9850165 0.0191259 0.0149835 0.9808741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 11666 1312758 0.8054662 0.0116798 0.1945338 0.9883202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 6 Ungated Ungated 158874 987 32796 1195584 0.8288934 0.0008249 0.1711066 0.9991751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 13009 786542 0.9777818 0.0201650 0.0222182 0.9798350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4070 1192422 0.9779252 0.0095077 0.0220748 0.9904923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2185 1167889 0.9893224 0.0132797 0.0106776 0.9867203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 6376 3786 78321 1448474 0.0752801 0.0026070 0.9247199 0.9973930
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 189338 58796 10018 1278805 0.9497482 0.0439563 0.0502518 0.9560437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 167336 1500 7647 1360474 0.9562986 0.0011013 0.0437014 0.9988987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 658112 18023 28288 832534 0.9587879 0.0211896 0.0412121 0.9788104
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 185867 45055 4391 1301644 0.9769208 0.0334559 0.0230792 0.9665441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 3460 5157 68384 1279643 0.0481599 0.0040139 0.9518401 0.9959861
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 187437 41357 14115 1113735 0.9299684 0.0358041 0.0700316 0.9641959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 176222 29689 5929 1144804 0.9674501 0.0252781 0.0325499 0.9747219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 588630 31129 16794 720091 0.9722608 0.0414379 0.0277392 0.9585621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 125339 2414 3523 1225368 0.9726607 0.0019661 0.0273393 0.9980339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 43183 9377 30421 1325485 0.5866937 0.0070247 0.4133063 0.9929753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 159835 8679 17398 1222554 0.9018354 0.0070490 0.0981646 0.9929510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 146674 730 7620 1253442 0.9506138 0.0005821 0.0493862 0.9994179
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 157363 4331 2076 1244696 0.9869793 0.0034675 0.0130207 0.9965325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 652920 17972 8321 729253 0.9874161 0.0240517 0.0125839 0.9759483
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 39555 28062 25861 1328433 0.6046686 0.0206871 0.3953314 0.9793129
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 134888 9105 20649 1257269 0.8672406 0.0071898 0.1327594 0.9928102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 159398 17500 21451 1223562 0.8813872 0.0141008 0.1186128 0.9858992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 169195 4241 7838 1240637 0.9557258 0.0034068 0.0442742 0.9965932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 168728 1932 4385 1246866 0.9746697 0.0015471 0.0253303 0.9984529
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 11986 6938 54867 1330980 0.1792889 0.0051857 0.8207111 0.9948143
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 179329 43381 5052 1177009 0.9726002 0.0355468 0.0273998 0.9644532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 199973 1797 4675 1198326 0.9771559 0.0014973 0.0228441 0.9985027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 188544 14738 3517 1197972 0.9816881 0.0121529 0.0183119 0.9878471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 584608 11915 10131 798117 0.9829656 0.0147093 0.0170344 0.9852907
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178602 2950 17289 1275889 0.9117417 0.0023068 0.0882583 0.9976932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 2 CD19 CD19 115974 1691 9024 1150765 0.9278068 0.0014673 0.0721932 0.9985327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 105551 759 43044 1187631 0.7103267 0.0006387 0.2896733 0.9993613
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129356 2121 43039 1191769 0.7503466 0.0017765 0.2496534 0.9982235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 177063 2540 24425 1102953 0.8787769 0.0022976 0.1212231 0.9977024
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 3 CD3+ CD3+ 10647 224398 54769 1132097 0.1627583 0.1654249 0.8372417 0.8345751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 33852 198327 170796 1001796 0.1654157 0.1652556 0.8345843 0.8347444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 3 CD3+ CD3+ 15924 1146 68773 1451114 0.1880114 0.0007891 0.8119886 0.9992109
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 184321 6922 5937 1339777 0.9687950 0.0051400 0.0312050 0.9948600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 197690 41291 1666 1296310 0.9916431 0.0308694 0.0083569 0.9691306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 173981 2418 1002 1359556 0.9942737 0.0017754 0.0057263 0.9982246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200138 2473 1125 1333221 0.9944103 0.0018515 0.0055897 0.9981485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 3 CD3+ CD3+ 6031 856 76850 1387304 0.0727670 0.0006166 0.9272330 0.9993834
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 188575 6498 8105 1267863 0.9587909 0.0050990 0.0412091 0.9949010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 207541 2889 3060 1257551 0.9854702 0.0022921 0.0145298 0.9977079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 196378 41584 1814 1231265 0.9908473 0.0326700 0.0091527 0.9673300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 602428 36558 5145 826910 0.9915319 0.0423386 0.0084681 0.9576614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 3 CD3+ CD3+ 27227 1607 44617 1283193 0.3789739 0.0012508 0.6210261 0.9987492
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 170540 4985 11611 1169508 0.9362562 0.0042444 0.0637438 0.9957556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 197684 15832 3868 1139260 0.9808089 0.0137063 0.0191911 0.9862937
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165755 4092 1056 1185741 0.9936695 0.0034391 0.0063305 0.9965609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 602303 34688 3121 716532 0.9948449 0.0461756 0.0051551 0.9538244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 45119 6867 20297 1349628 0.6897242 0.0050623 0.3102758 0.9949377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 169990 2533 7043 1242345 0.9602165 0.0020347 0.0397835 0.9979653
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 149596 8987 5941 1257387 0.9618033 0.0070966 0.0381967 0.9929034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 178073 14030 2776 1227032 0.9846502 0.0113048 0.0153498 0.9886952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 2 CD19 CD19 171162 2345 1951 1246453 0.9887299 0.0018778 0.0112701 0.9981222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 3 CD3+ CD3+ 38627 3869 34977 1330993 0.5247948 0.0028984 0.4752052 0.9971016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 130508 4810 23786 1249362 0.8458398 0.0038352 0.1541602 0.9961648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 162079 23511 15154 1207722 0.9144967 0.0190955 0.0855033 0.9809045
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 178773 12005 3882 1213806 0.9787468 0.0097935 0.0212532 0.9902065
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 659428 31978 1813 715247 0.9972582 0.0427957 0.0027418 0.9572043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 54375 29374 21886 1406654 0.7130119 0.0204550 0.2869881 0.9795450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 6 Ungated Ungated 167082 1288 22645 1321274 0.8806443 0.0009739 0.1193557 0.9990261
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 181815 16884 17235 1296355 0.9134137 0.0128568 0.0865863 0.9871432
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 656202 18659 14808 822620 0.9779318 0.0221793 0.0220682 0.9778207
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 198960 8074 2303 1302952 0.9885573 0.0061585 0.0114427 0.9938415
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 45826 10196 27574 1364366 0.6243324 0.0074176 0.3756676 0.9925824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 6 Ungated Ungated 175896 2290 19969 1249807 0.8980471 0.0018289 0.1019529 0.9981711
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 192149 19049 4288 1232476 0.9781711 0.0152206 0.0218289 0.9847794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 588131 17792 8414 833625 0.9858954 0.0208969 0.0141046 0.9791031
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 208697 8712 1904 1228649 0.9909592 0.0070408 0.0090408 0.9929592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 9124 8131 39685 1201529 0.1869327 0.0067217 0.8130673 0.9932783
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 6 Ungated Ungated 102357 3 52109 1104000 0.6626507 0.0000027 0.3373493 0.9999973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 178216 17859 8228 1054166 0.9558688 0.0166591 0.0441312 0.9833409
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 126777 22215 1800 1107677 0.9860006 0.0196612 0.0139994 0.9803388
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164203 26097 644 1067525 0.9960933 0.0238629 0.0039067 0.9761371
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 26299 17824 17077 1258696 0.6063030 0.0139630 0.3936970 0.9860370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 6 Ungated Ungated 79303 34 27672 1212887 0.7413227 0.0000280 0.2586773 0.9999720
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 151184 16324 15143 1137245 0.9089565 0.0141509 0.0910435 0.9858491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 171772 25331 3662 1119131 0.9791261 0.0221335 0.0208739 0.9778665
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 648998 4003 5793 661102 0.9911529 0.0060186 0.0088471 0.9939814
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 78003 263 93282 1138960 0.4553989 0.0002309 0.5446011 0.9997691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 6 Ungated Ungated 99560 36 28286 1182626 0.7787494 0.0000304 0.2212506 0.9999696
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 52589 96362 3998 1157559 0.9293477 0.0768485 0.0706523 0.9231515
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149389 23585 3000 1134534 0.9803135 0.0203649 0.0196865 0.9796351
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 638598 7840 4468 659602 0.9930520 0.0117463 0.0069480 0.9882537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 3 CD3+ CD3+ 947 585 83750 1451675 0.0111810 0.0004028 0.9888190 0.9995972
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 76124 71961 114134 1274738 0.4001093 0.0534351 0.5998907 0.9465649
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 129034 58078 45949 1303896 0.7374088 0.0426425 0.2625912 0.9573575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5 CD8 CD8 162776 70346 36580 1267255 0.8165092 0.0525912 0.1834908 0.9474088
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 176624 25322 24639 1310372 0.8775781 0.0189579 0.1224219 0.9810421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 3 CD3+ CD3+ 22 32 82859 1388128 0.0002654 0.0000231 0.9997346 0.9999769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 108245 100726 88435 1173635 0.5503610 0.0790404 0.4496390 0.9209596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 121663 22641 76529 1250208 0.6138643 0.0177877 0.3861357 0.9822123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 120380 40681 54734 1255246 0.6874379 0.0313914 0.3125621 0.9686086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 178710 24476 31891 1235964 0.8485715 0.0194186 0.1514285 0.9805814
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 3 CD3+ CD3+ 131 206 71713 1284594 0.0018234 0.0001603 0.9981766 0.9998397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 113313 107883 68838 1066610 0.6220828 0.0918550 0.3779172 0.9081450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5 CD8 CD8 132861 19862 68691 1135230 0.6591897 0.0171952 0.3408103 0.9828048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 142928 27696 23883 1162137 0.8568260 0.0232772 0.1431740 0.9767228
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 2 CD19 CD19 112850 12789 16012 1214993 0.8757430 0.0104163 0.1242570 0.9895837
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 3 CD3+ CD3+ 13552 188085 51864 1168410 0.2071664 0.1386551 0.7928336 0.8613449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5 CD8 CD8 54272 18686 126577 1222376 0.3000957 0.0150565 0.6999043 0.9849435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 2 CD19 CD19 78279 5284 94834 1243514 0.4521844 0.0042313 0.5478156 0.9957687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 83507 418370 72030 848004 0.5368948 0.3303684 0.4631052 0.6696316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 378696 40896 291267 711052 0.5652491 0.0543867 0.4347509 0.9456133
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 7798 19938 65806 1314924 0.1059453 0.0149364 0.8940547 0.9850636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 6 Ungated Ungated 68938 78359 108295 1152874 0.3889682 0.0636427 0.6110318 0.9363573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 2 CD19 CD19 67878 4755 91561 1244272 0.4257302 0.0038070 0.5742698 0.9961930
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 90272 6391 64022 1247781 0.5850649 0.0050958 0.4149351 0.9949042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 140209 118500 42446 1107311 0.7676165 0.0966707 0.2323835 0.9033293
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 12381 23645 39226 1318882 0.2399093 0.0176123 0.7600907 0.9823877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 120876 29967 22157 1221134 0.8450917 0.0239525 0.1549083 0.9760475
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178374 2469 17125 1196166 0.9124036 0.0020598 0.0875964 0.9979402
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 168851 33203 12191 1179889 0.9326620 0.0273706 0.0673380 0.9726294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 627893 24332 23080 718829 0.9645454 0.0327412 0.0354546 0.9672588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 10006 14953 51971 1304733 0.1614470 0.0113307 0.8385530 0.9886693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 116283 13445 32987 1218948 0.7790112 0.0109097 0.2209888 0.9890903
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185107 3034 19757 1173765 0.9035604 0.0025782 0.0964396 0.9974218
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 176306 51048 14152 1140157 0.9256949 0.0428541 0.0743051 0.9571459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 165790 7759 6896 1201218 0.9600662 0.0064178 0.0399338 0.9935822
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 13957 37139 47105 1197197 0.2285710 0.0300882 0.7714290 0.9699118
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 117618 15789 51764 1110227 0.6943949 0.0140220 0.3056051 0.9859780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 137684 6033 25613 1126068 0.8431508 0.0053290 0.1568492 0.9946710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 161851 55609 14765 1063173 0.9164006 0.0497049 0.0835994 0.9502951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 2 CD19 CD19 114991 1661 9392 1169354 0.9244913 0.0014184 0.0755087 0.9985816
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 14466 16248 38199 1295789 0.2746796 0.0123838 0.7253204 0.9876162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 94718 17735 53603 1198646 0.6386014 0.0145801 0.3613986 0.9854199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 127029 2685 45291 1189697 0.7371692 0.0022518 0.2628308 0.9977482
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 116216 18180 40584 1189722 0.7411735 0.0150509 0.2588265 0.9849491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 156869 4683 14132 1189018 0.9173572 0.0039231 0.0826428 0.9960769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 12302 14661 47016 1274659 0.2073907 0.0113711 0.7926093 0.9886289
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 118027 23114 48152 1159345 0.7102402 0.0195474 0.2897598 0.9804526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 107942 1911 39966 1198819 0.7297915 0.0015915 0.2702085 0.9984085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 140138 2571 13195 1192734 0.9139455 0.0021509 0.0860545 0.9978491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 152518 44152 13340 1138628 0.9195698 0.0373290 0.0804302 0.9626710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 6 Ungated Ungated 31380 222641 158878 1124058 0.1649339 0.1653235 0.8350661 0.8346765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 5 CD8 CD8 32859 210272 165333 1062577 0.1657938 0.1651979 0.8342062 0.8348021
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 101300 144492 506273 718976 0.1667289 0.1673391 0.8332711 0.8326609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 29414 216519 145700 1079408 0.1679706 0.1670765 0.8320294 0.8329235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27478 196639 139333 993194 0.1647253 0.1652660 0.8352747 0.8347340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 21486 205317 107376 1022465 0.1667365 0.1672259 0.8332635 0.8327741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 33786 193023 167766 962069 0.1676292 0.1671062 0.8323708 0.8328938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 6 Ungated Ungated 25564 209481 129973 1056893 0.1643596 0.1654180 0.8356404 0.8345820
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29420 208301 147613 1036577 0.1661837 0.1673264 0.8338163 0.8326736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 111750 125797 558213 626151 0.1668003 0.1672948 0.8331997 0.8327052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25606 207196 128688 1046976 0.1659559 0.1652054 0.8340441 0.8347946
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 110140 125092 551101 622133 0.1665656 0.1674087 0.8334344 0.8325913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 30583 205143 152072 1020668 0.1674359 0.1673529 0.8325641 0.8326471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 26728 208731 132711 1040296 0.1676378 0.1671149 0.8323622 0.8328851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 72438 9350 12259 1442910 0.8552605 0.0064382 0.1447395 0.9935618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 190312 6757 9044 1330844 0.9546339 0.0050516 0.0453661 0.9949484
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 186350 2555 3908 1344144 0.9794595 0.0018972 0.0205405 0.9981028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200305 2051 958 1333643 0.9952401 0.0015355 0.0047599 0.9984645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 684351 6418 2049 844139 0.9970149 0.0075456 0.0029851 0.9924544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 65960 6329 16921 1381831 0.7958398 0.0045593 0.2041602 0.9954407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 193820 10545 4372 1262304 0.9779406 0.0082846 0.0220594 0.9917154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 192634 2142 4046 1272219 0.9794285 0.0016808 0.0205715 0.9983192
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209139 1827 1462 1258613 0.9930580 0.0014495 0.0069420 0.9985505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 604528 7742 3045 855726 0.9949883 0.0089662 0.0050117 0.9910338
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 49669 4552 22175 1280248 0.6913451 0.0035430 0.3086549 0.9964570
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 178119 2395 4032 1172098 0.9778645 0.0020392 0.0221355 0.9979608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 197367 7850 4185 1147242 0.9792361 0.0067960 0.0207639 0.9932040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 2 CD19 CD19 128438 703 424 1227079 0.9967097 0.0005726 0.0032903 0.9994274
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166301 2127 510 1187706 0.9969426 0.0017876 0.0030574 0.9982124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 55903 4627 9513 1351868 0.8545769 0.0034110 0.1454231 0.9965890
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 152209 2414 3328 1263960 0.9786032 0.0019062 0.0213968 0.9980938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 178469 7677 2380 1233385 0.9868398 0.0061858 0.0131602 0.9938142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 666454 2716 3509 749232 0.9947624 0.0036120 0.0052376 0.9963880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176206 1633 827 1243245 0.9953286 0.0013118 0.0046714 0.9986882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 60773 4101 12831 1330761 0.8256752 0.0030722 0.1743248 0.9969278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 174229 2911 3004 1228322 0.9830506 0.0023643 0.0169494 0.9976357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 179917 9246 2738 1216565 0.9850100 0.0075428 0.0149900 0.9924572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152576 979 1718 1253193 0.9888654 0.0007806 0.0111346 0.9992194
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 658924 4687 2317 742538 0.9964960 0.0062725 0.0035040 0.9937275
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 57751 27329 18667 1410273 0.7557251 0.0190101 0.2442749 0.9809899
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 180979 7207 17947 1307887 0.9097805 0.0054802 0.0902195 0.9945198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 6 Ungated Ungated 172676 1327 16982 1323035 0.9104599 0.0010020 0.0895401 0.9989980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 660084 16623 12688 824625 0.9811407 0.0197599 0.0188593 0.9802401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199915 8163 1348 1304594 0.9933023 0.0062182 0.0066977 0.9937818
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 99945 530 83774 1167594 0.5440101 0.0004537 0.4559899 0.9995463
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 42979 84608 18821 1205435 0.6954531 0.0655854 0.3045469 0.9344146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 6 Ungated Ungated 128213 0 44918 1178712 0.7405548 0.0000000 0.2594452 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 173578 20407 1222 1156636 0.9930092 0.0173375 0.0069908 0.9826625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 546136 21098 2308 782301 0.9957917 0.0262609 0.0042083 0.9737391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 18580 20529 30818 1173077 0.3761286 0.0171991 0.6238714 0.9828009
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 6 Ungated Ungated 118414 0 24184 1100406 0.8304044 0.0000000 0.1695956 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 161294 11980 20253 1049477 0.8884421 0.0112864 0.1115579 0.9887136
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164279 16382 2532 1059811 0.9848211 0.0152222 0.0151789 0.9847778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 573000 26930 927 642147 0.9983848 0.0402495 0.0016152 0.9597505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 6 Ungated Ungated 84075 972 55032 1258731 0.6043909 0.0007716 0.3956091 0.9992284
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 51100 15920 11169 1320621 0.8206331 0.0119113 0.1793669 0.9880887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 173972 8977 6644 1209217 0.9632148 0.0073691 0.0367852 0.9926309
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 657977 6362 8775 725696 0.9868392 0.0086906 0.0131608 0.9913094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 172064 26268 1045 1199433 0.9939633 0.0214310 0.0060367 0.9785690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 100140 298 70890 1136628 0.5855113 0.0002621 0.4144887 0.9997379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 6 Ungated Ungated 99011 0 30263 1178682 0.7659003 0.0000000 0.2340997 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149099 23833 3403 1131621 0.9776855 0.0206265 0.0223145 0.9793735
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 51725 73437 995 1181799 0.9811267 0.0585045 0.0188733 0.9414955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 640716 4839 2373 660028 0.9963100 0.0072781 0.0036900 0.9927219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 3 CD3+ CD3+ 2175 495 82522 1451765 0.0256798 0.0003408 0.9743202 0.9996592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 Ungated Ungated 161123 48653 29135 1298046 0.8468658 0.0361276 0.1531342 0.9638724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 184714 45410 14642 1292191 0.9265535 0.0339488 0.0734465 0.9660512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 163455 7787 11528 1354187 0.9341193 0.0057174 0.0658807 0.9942826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 190462 8417 10801 1327277 0.9463339 0.0063016 0.0536661 0.9936984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 3 CD3+ CD3+ 6575 7697 76306 1380463 0.0793306 0.0055447 0.9206694 0.9944553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 138162 25416 58518 1248945 0.7024710 0.0199441 0.2975290 0.9800559
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 172552 37012 25640 1235837 0.8706305 0.0290781 0.1293695 0.9709219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 204972 31339 5629 1229101 0.9732717 0.0248635 0.0267283 0.9751365
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 171292 16286 3822 1279641 0.9781742 0.0125671 0.0218258 0.9874329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 19811 40310 52033 1244490 0.2757502 0.0313745 0.7242498 0.9686255
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 150470 19294 51082 1135798 0.7465567 0.0167034 0.2534433 0.9832966
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 158498 20616 23653 1153877 0.8701462 0.0175531 0.1298538 0.9824469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 160991 15140 5820 1174693 0.9651102 0.0127245 0.0348898 0.9872755
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 2 CD19 CD19 125148 4411 3714 1223371 0.9711785 0.0035927 0.0288215 0.9964073
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 14406 33251 51010 1323244 0.2202214 0.0245124 0.7797786 0.9754876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 98652 93680 56885 1172694 0.6342671 0.0739750 0.3657329 0.9260250
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 566521 31008 103442 720940 0.8456004 0.0412369 0.1543996 0.9587631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 164057 39003 16792 1202059 0.9071491 0.0314271 0.0928509 0.9685729
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 162444 41214 14589 1203664 0.9175916 0.0331069 0.0824084 0.9668931
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 3 CD3+ CD3+ 34672 54407 38932 1280455 0.4710614 0.0407585 0.5289386 0.9592415
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 130134 29771 47099 1201462 0.7342538 0.0241798 0.2657462 0.9758202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 134620 23305 48035 1202506 0.7370179 0.0190119 0.2629821 0.9809881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 119555 480 34739 1253692 0.7748519 0.0003827 0.2251481 0.9996173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 152843 9452 6596 1239575 0.9586299 0.0075675 0.0413701 0.9924325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 21705 24834 48805 1392134 0.3078287 0.0175262 0.6921713 0.9824738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 170310 37854 19116 1260198 0.8990846 0.0291622 0.1009154 0.9708378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 176354 1974 19004 1290146 0.9027222 0.0015277 0.0972778 0.9984723
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 175159 34645 11206 1266468 0.9398707 0.0266272 0.0601293 0.9733728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 657081 14448 15567 800382 0.9768571 0.0177313 0.0231429 0.9822687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 9216 12613 48811 1307853 0.1588226 0.0095519 0.8411774 0.9904481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 129710 18155 24393 1206235 0.8417098 0.0148278 0.1582902 0.9851722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186367 1363 19548 1171215 0.9050676 0.0011624 0.0949324 0.9988376
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 175306 53169 14725 1135293 0.9225126 0.0447377 0.0774874 0.9552623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 166586 4955 4830 1202122 0.9718229 0.0041050 0.0281771 0.9958950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 14972 29131 43230 1198773 0.2572420 0.0237242 0.7427580 0.9762758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 118419 12851 40539 1114297 0.7449704 0.0114013 0.2550296 0.9885987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136519 2338 27395 1119854 0.8328697 0.0020834 0.1671303 0.9979166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 2 CD19 CD19 116000 1612 9053 1159441 0.9276067 0.0013884 0.0723933 0.9986116
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 168332 53919 10626 1053229 0.9406229 0.0487008 0.0593771 0.9512992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 18283 20351 35278 1294127 0.3413491 0.0154822 0.6586509 0.9845178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 102079 20907 46768 1198285 0.6857982 0.0171482 0.3142018 0.9828518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128833 1715 43388 1194103 0.7480679 0.0014342 0.2519321 0.9985658
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 119887 19231 38892 1190029 0.7550558 0.0159031 0.2449442 0.9840969
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 159229 4460 11478 1192872 0.9327620 0.0037249 0.0672380 0.9962751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 14462 13640 41510 1274267 0.2583792 0.0105908 0.7416208 0.9894092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105744 1616 43463 1193056 0.7087067 0.0013527 0.2912933 0.9986473
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 124727 24522 45377 1149253 0.7332397 0.0208916 0.2667603 0.9791084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 137769 21841 21323 1162946 0.8659706 0.0184345 0.1340294 0.9815655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 138059 2232 15678 1187910 0.8980206 0.0018754 0.1019794 0.9981246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 4 CD4 CD4 113419 140602 572981 709955 0.1652375 0.1653058 0.8347625 0.8346942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 31674 225453 158584 1121246 0.1664792 0.1674116 0.8335208 0.8325884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 4 CD4 CD4 100434 142697 507139 720771 0.1653036 0.1652603 0.8346964 0.8347397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 29227 216565 145887 1079362 0.1669027 0.1671120 0.8330973 0.8328880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 33311 212622 164881 1060227 0.1680744 0.1670442 0.8319256 0.8329558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 4 CD4 CD4 109298 123504 551943 623721 0.1652922 0.1652835 0.8347078 0.8347165
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 26585 208647 132854 1040380 0.1667409 0.1670476 0.8332591 0.8329524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 78426 8581 6271 1443679 0.9259596 0.0059087 0.0740404 0.9940913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 191925 4630 7431 1332971 0.9627250 0.0034614 0.0372750 0.9965386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 186611 1348 3647 1345351 0.9808313 0.0010010 0.0191687 0.9989990
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 684702 2864 1698 847693 0.9975262 0.0033672 0.0024738 0.9966328
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200806 1825 457 1333869 0.9977293 0.0013663 0.0022707 0.9986337
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 73341 3582 9540 1384578 0.8848952 0.0025804 0.1151048 0.9974196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 193522 2186 3158 1272175 0.9839435 0.0017154 0.0160565 0.9982846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 195371 7145 2821 1265704 0.9857663 0.0056134 0.0142337 0.9943866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 605641 3237 1932 860231 0.9968201 0.0037488 0.0031799 0.9962512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209988 1673 613 1258767 0.9970893 0.0013273 0.0029107 0.9986727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 66400 4065 5444 1280735 0.9242247 0.0031639 0.0757753 0.9968361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 178672 1266 3479 1173227 0.9809005 0.0010779 0.0190995 0.9989221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 197882 3984 3670 1151108 0.9817913 0.0034491 0.0182087 0.9965509
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166472 1830 339 1188003 0.9979678 0.0015380 0.0020322 0.9984620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 2 CD19 CD19 128612 382 250 1227400 0.9980599 0.0003111 0.0019401 0.9996889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 58833 3283 6583 1353212 0.8993671 0.0024202 0.1006329 0.9975798
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 152416 1318 3121 1265056 0.9799340 0.0010408 0.0200660 0.9989592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 178913 5426 1936 1235636 0.9892949 0.0043721 0.0107051 0.9956279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 668084 2218 1879 749730 0.9971954 0.0029497 0.0028046 0.9970503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176647 1512 386 1243366 0.9978196 0.0012146 0.0021804 0.9987854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 65293 3430 8311 1331432 0.8870849 0.0025696 0.1129151 0.9974304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 180344 6671 2311 1219140 0.9873477 0.0054421 0.0126523 0.9945579
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 175075 1870 2158 1229363 0.9878239 0.0015188 0.0121761 0.9984812
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153685 750 609 1253422 0.9960530 0.0005980 0.0039470 0.9994020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 659326 2582 1915 744643 0.9971039 0.0034555 0.0028961 0.9965445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 53814 32090 22461 1406781 0.7055261 0.0223022 0.2944739 0.9776978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 174864 11292 23801 1305189 0.8801953 0.0085774 0.1198047 0.9914226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 6 Ungated Ungated 169256 1263 20417 1324210 0.8923568 0.0009529 0.1076432 0.9990471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 664382 22961 9906 817897 0.9853089 0.0273066 0.0146911 0.9726934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7426 1681 1306457 0.9916477 0.0056519 0.0083523 0.9943481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 84224 410 98985 1168583 0.4597154 0.0003507 0.5402846 0.9996493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 45843 99999 15825 1190535 0.7433839 0.0774865 0.2566161 0.9225135
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 6 Ungated Ungated 127992 0 41208 1183002 0.7564539 0.0000000 0.2435461 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 173591 20399 784 1157428 0.9955039 0.0173192 0.0044961 0.9826808
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 551722 18036 1463 780981 0.9973553 0.0225727 0.0026447 0.9774273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 15915 33773 34116 1167286 0.3181028 0.0281194 0.6818972 0.9718806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 151509 12860 33704 1053017 0.8180257 0.0120652 0.1819743 0.9879348
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 6 Ungated Ungated 119035 0 26052 1106003 0.8204388 0.0000000 0.1795612 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164624 17888 2020 1066558 0.9878784 0.0164951 0.0121216 0.9835049
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 2 CD19 CD19 128434 2574 314 1119768 0.9975611 0.0022934 0.0024389 0.9977066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 6 Ungated Ungated 85911 1101 44810 1260469 0.6572089 0.0008727 0.3427911 0.9991273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 51710 18905 11302 1310374 0.8206373 0.0142220 0.1793627 0.9857780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 173345 8324 7229 1203393 0.9599666 0.0068696 0.0400334 0.9931304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173742 23267 3230 1192052 0.9817485 0.0191448 0.0182515 0.9808552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 657567 6969 10339 717416 0.9845203 0.0096206 0.0154797 0.9903794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 87834 831 80727 1137158 0.5210814 0.0007302 0.4789186 0.9992698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 35716 81398 20408 1169028 0.6363766 0.0650962 0.3636234 0.9349038
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 6 Ungated Ungated 96958 0 38554 1171038 0.7154938 0.0000000 0.2845062 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1128716 0.9776516 0.0220709 0.0223484 0.9779291
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 632867 31659 1798 640226 0.9971670 0.0471197 0.0028330 0.9528803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 17012 9024 67685 1443236 0.2008572 0.0062138 0.7991428 0.9937862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD8 CD8 190124 44689 9232 1292912 0.9536909 0.0334098 0.0463091 0.9665902
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 182560 5211 7698 1341488 0.9595392 0.0038695 0.0404608 0.9961305
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 199268 2898 1995 1332796 0.9900876 0.0021697 0.0099124 0.9978303
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 2 CD19 CD19 173626 2747 1357 1359227 0.9922450 0.0020169 0.0077550 0.9979831
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 11077 8730 71804 1379430 0.1336494 0.0062889 0.8663506 0.9937111
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 172397 16299 24283 1258062 0.8765355 0.0127899 0.1234645 0.9872101
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 586648 12832 20925 850636 0.9655597 0.0148610 0.0344403 0.9851390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 196107 67034 2085 1205815 0.9894799 0.0526645 0.0105201 0.9473355
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 208882 6433 1719 1254007 0.9918376 0.0051038 0.0081624 0.9948962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 28900 33549 42944 1251251 0.4022605 0.0261122 0.5977395 0.9738878
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 170559 15876 30993 1139216 0.8462283 0.0137444 0.1537717 0.9862556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 166983 11048 15168 1163445 0.9167284 0.0094066 0.0832716 0.9905934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 2 CD19 CD19 123883 1981 4979 1225801 0.9613618 0.0016135 0.0386382 0.9983865
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 595329 33771 10095 717449 0.9833257 0.0449549 0.0166743 0.9550451
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 31103 11979 34313 1344516 0.4754647 0.0088308 0.5245353 0.9911692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 156274 696 20759 1244182 0.8827394 0.0005591 0.1172606 0.9994409
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 143442 23963 12095 1242411 0.9222372 0.0189225 0.0777628 0.9810775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 177487 27731 3362 1213331 0.9814099 0.0223446 0.0185901 0.9776554
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 170111 4349 3002 1244449 0.9826587 0.0034825 0.0173413 0.9965175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 33517 11155 40087 1323707 0.4553693 0.0083567 0.5446307 0.9916433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 126401 13114 50832 1218119 0.7131911 0.0106511 0.2868089 0.9893489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 132303 2314 21991 1251858 0.8574734 0.0018450 0.1425266 0.9981550
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 173141 30548 9514 1195263 0.9479127 0.0249206 0.0520873 0.9750794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 2 CD19 CD19 154385 8496 5054 1240531 0.9683014 0.0068021 0.0316986 0.9931979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 20163 21278 44701 1387722 0.3108504 0.0151015 0.6891496 0.9848985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178565 2944 17366 1274989 0.9113668 0.0023037 0.0886332 0.9976963
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 166582 33205 14641 1259436 0.9192100 0.0256877 0.0807900 0.9743123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 173989 30851 11808 1257216 0.9364468 0.0239514 0.0635532 0.9760486
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 657358 15483 15637 785386 0.9767651 0.0193327 0.0232349 0.9806673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 13511 20773 51411 1308709 0.2081113 0.0156249 0.7918887 0.9843751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 122343 17755 34662 1219644 0.7792300 0.0143486 0.2207700 0.9856514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 186357 1490 20112 1186445 0.9025907 0.0012543 0.0974093 0.9987457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 178841 47934 12844 1154785 0.9329942 0.0398547 0.0670058 0.9601453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 166654 4226 5536 1217988 0.9678495 0.0034577 0.0321505 0.9965423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 13726 19088 38342 1195199 0.2636168 0.0157195 0.7363832 0.9842805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 114658 11589 33351 1106757 0.7746691 0.0103626 0.2253309 0.9896374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136211 1997 27482 1100665 0.8321126 0.0018111 0.1678874 0.9981889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 2 CD19 CD19 115986 1693 8931 1139745 0.9285045 0.0014832 0.0714955 0.9985168
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 167872 51869 10494 1036120 0.9411659 0.0476742 0.0588341 0.9523258
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 17301 18163 35148 1294537 0.3298633 0.0138364 0.6701367 0.9861636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 105759 22399 43166 1193825 0.7101494 0.0184168 0.2898506 0.9815832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 129970 1979 42212 1190988 0.7548408 0.0016589 0.2451592 0.9983411
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 123429 19205 34012 1188503 0.7839699 0.0159020 0.2160301 0.9840980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 159548 4489 11111 1190001 0.9348936 0.0037581 0.0651064 0.9962419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 12480 10968 40338 1270300 0.2362831 0.0085603 0.7637169 0.9914397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105159 824 43521 1184582 0.7072841 0.0006951 0.2927159 0.9993049
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 121602 23478 48109 1140897 0.7165240 0.0201636 0.2834760 0.9798364
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 121718 19366 31776 1161226 0.7929821 0.0164036 0.2070179 0.9835964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 137728 2458 16347 1177553 0.8939023 0.0020830 0.1060977 0.9979170
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 33261 223606 166095 1113995 0.1668422 0.1671694 0.8331578 0.8328306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 31910 224997 158348 1121702 0.1677196 0.1670730 0.8322804 0.8329270
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 5 CD8 CD8 33310 190807 168242 964285 0.1652675 0.1651877 0.8347325 0.8348123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 21450 205191 107412 1022591 0.1664571 0.1671233 0.8335429 0.8328767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 25785 211915 129752 1054459 0.1657805 0.1673400 0.8342195 0.8326600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 68440 12367 16257 1439893 0.8080570 0.0085157 0.1919430 0.9914843
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 188812 9386 10544 1328215 0.9471097 0.0070170 0.0528903 0.9929830
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 185352 2185 4906 1344514 0.9742140 0.0016225 0.0257860 0.9983775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200079 2251 1184 1333443 0.9941172 0.0016853 0.0058828 0.9983147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 682943 8349 3457 842208 0.9949636 0.0098159 0.0050364 0.9901841
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 60561 4746 22320 1383414 0.7306982 0.0034189 0.2693018 0.9965811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 191943 3079 4737 1271282 0.9759152 0.0024161 0.0240848 0.9975839
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 193763 12176 4429 1260673 0.9776530 0.0095659 0.0223470 0.9904341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 208890 1879 1711 1258561 0.9918756 0.0014907 0.0081244 0.9985093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 605527 11411 2046 852057 0.9966325 0.0132153 0.0033675 0.9867847
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 44627 5094 27217 1279706 0.6211653 0.0039648 0.3788347 0.9960352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 195584 8024 5968 1147068 0.9703898 0.0069466 0.0296102 0.9930534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 177967 2986 4184 1171507 0.9770300 0.0025424 0.0229700 0.9974576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165383 2334 1428 1187499 0.9914394 0.0019616 0.0085606 0.9980384
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 603708 20017 1716 731203 0.9971656 0.0266460 0.0028344 0.9733540
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 52186 4104 13230 1352391 0.7977559 0.0030254 0.2022441 0.9969746
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 152040 3141 3497 1263233 0.9775166 0.0024803 0.0224834 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 179017 10400 1832 1230662 0.9898700 0.0083799 0.0101300 0.9916201
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 175387 1615 1646 1243263 0.9907023 0.0012973 0.0092977 0.9987027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 2 CD19 CD19 171713 1533 1400 1247265 0.9919128 0.0012276 0.0080872 0.9987724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 59029 4776 14575 1330086 0.8019809 0.0035779 0.1980191 0.9964221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 173506 2731 3727 1228502 0.9789712 0.0022181 0.0210288 0.9977819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 180692 11054 1963 1214757 0.9892530 0.0090177 0.0107470 0.9909823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 152873 1751 1421 1252421 0.9907903 0.0013961 0.0092097 0.9986039
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 656950 4245 4291 742980 0.9935107 0.0056810 0.0064893 0.9943190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 55930 48380 20548 1387752 0.7313214 0.0336877 0.2686786 0.9663123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 159602 7674 38693 1306641 0.8048715 0.0058388 0.1951285 0.9941612
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 6 Ungated Ungated 169106 1087 20155 1322262 0.8935069 0.0008214 0.1064931 0.9991786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 661845 22198 10487 818080 0.9844021 0.0264174 0.0155979 0.9735826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199841 8245 1422 1303102 0.9929346 0.0062874 0.0070654 0.9937126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 100408 554 81562 1155097 0.5517833 0.0004794 0.4482167 0.9995206
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 42722 82829 19094 1192976 0.6911156 0.0649229 0.3088844 0.9350771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 6 Ungated Ungated 129066 0 23002 1185553 0.8487387 0.0000000 0.1512613 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209454 19359 1112 1107696 0.9947190 0.0171766 0.0052810 0.9828234
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 2 CD19 CD19 174467 2487 535 1160132 0.9969429 0.0021391 0.0030571 0.9978609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 34441 41461 10102 1157888 0.7732079 0.0345696 0.2267921 0.9654304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 149814 10073 37807 1046198 0.7984927 0.0095364 0.2015073 0.9904636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 6 Ungated Ungated 105812 26 23162 1114892 0.8204134 0.0000233 0.1795866 0.9999767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164604 17217 2024 1060047 0.9878532 0.0159822 0.0121468 0.9840178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 583039 4829 4321 651703 0.9926434 0.0073553 0.0073566 0.9926447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 28326 12408 8662 1259438 0.7658159 0.0097559 0.2341841 0.9902441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 6 Ungated Ungated 79459 29 22348 1206998 0.7804866 0.0000240 0.2195134 0.9999760
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 159006 7896 8239 1133693 0.9507369 0.0069167 0.0492631 0.9930833
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174394 18528 2392 1113520 0.9864695 0.0163668 0.0135305 0.9836332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 647677 3836 5308 652013 0.9918712 0.0058489 0.0081288 0.9941511
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 93331 383 77271 1137646 0.5470686 0.0003365 0.4529314 0.9996635
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 35597 77819 20007 1175208 0.6401878 0.0621048 0.3598122 0.9378952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 6 Ungated Ungated 97491 0 38406 1172734 0.7173889 0.0000000 0.2826111 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 3383 1129940 0.9777928 0.0227909 0.0222072 0.9772091
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 632688 31156 2175 642612 0.9965741 0.0462414 0.0034259 0.9537586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 3 CD3+ CD3+ 349 306 84348 1451954 0.0041206 0.0002107 0.9958794 0.9997893
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 6 Ungated Ungated 153359 48700 36899 1297999 0.8060581 0.0361625 0.1939419 0.9638375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 164059 7024 10924 1354950 0.9375711 0.0051572 0.0624289 0.9948428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 187301 58564 12055 1279037 0.9395303 0.0437829 0.0604697 0.9562171
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 189142 12046 12121 1323648 0.9397753 0.0090185 0.0602247 0.9909815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 14225 19368 68656 1368792 0.1716316 0.0139523 0.8283684 0.9860477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 167328 38907 30864 1233942 0.8442722 0.0305669 0.1557278 0.9694331
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 169421 76911 27259 1197450 0.8614043 0.0603526 0.1385957 0.9396474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 187724 5272 22877 1255168 0.8913728 0.0041827 0.1086272 0.9958173
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 4 CD4 CD4 570326 37141 37247 826327 0.9386954 0.0430138 0.0613046 0.9569862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 10769 13176 61075 1271624 0.1498942 0.0102553 0.8501058 0.9897447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 6 Ungated Ungated 80051 6667 102100 1167826 0.4394760 0.0056765 0.5605240 0.9943235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 183879 37613 17673 1117479 0.9123154 0.0325628 0.0876846 0.9674372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 160271 39568 6540 1150265 0.9607940 0.0332551 0.0392060 0.9667449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 596475 57177 8949 694043 0.9852186 0.0761122 0.0147814 0.9238878
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 3 CD3+ CD3+ 1228 300 64188 1356195 0.0187722 0.0002212 0.9812278 0.9997788
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 138770 910 38263 1243968 0.7838652 0.0007310 0.2161348 0.9992690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 128864 83156 26673 1183218 0.8285103 0.0656646 0.1714897 0.9343354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 151949 8662 21164 1240136 0.8777446 0.0069363 0.1222554 0.9930637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 4 CD4 CD4 625292 53073 44671 698875 0.9333232 0.0705807 0.0666768 0.9294193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 3947 7135 69657 1327727 0.0536248 0.0053451 0.9463752 0.9946549
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 2 CD19 CD19 110265 3988 49174 1245039 0.6915811 0.0031929 0.3084189 0.9968071
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 122532 4090 31762 1250082 0.7941462 0.0032611 0.2058538 0.9967389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 142894 83490 34339 1147743 0.8062494 0.0678101 0.1937506 0.9321899
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 152608 32816 30047 1192995 0.8354986 0.0267708 0.1645014 0.9732292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 20509 25848 50513 1392664 0.2887697 0.0182219 0.7112303 0.9817781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 167729 38409 22911 1260485 0.8798206 0.0295705 0.1201794 0.9704295
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 179074 2893 16433 1291134 0.9159467 0.0022357 0.0840533 0.9977643
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 173498 31884 11917 1272235 0.9357280 0.0244487 0.0642720 0.9755513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 659840 15777 13830 800087 0.9794707 0.0193378 0.0205293 0.9806622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 13090 19008 51504 1307783 0.2026504 0.0143263 0.7973496 0.9856737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 122419 18114 33424 1217428 0.7855277 0.0146608 0.2144723 0.9853392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 184728 1089 21563 1184005 0.8954729 0.0009189 0.1045271 0.9990811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 179050 55681 12460 1144194 0.9349381 0.0464057 0.0650619 0.9535943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 165351 4351 6688 1214995 0.9611251 0.0035683 0.0388749 0.9964317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 13620 30587 46018 1199991 0.2283779 0.0248558 0.7716221 0.9751442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 114241 12883 47804 1115288 0.7049955 0.0114194 0.2950045 0.9885806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135385 2603 28413 1123815 0.8265363 0.0023109 0.1734637 0.9976891
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 2 CD19 CD19 115095 1663 10077 1163381 0.9194948 0.0014274 0.0805052 0.9985726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 167467 60892 10791 1051066 0.9394641 0.0547611 0.0605359 0.9452389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 19089 20656 34616 1294040 0.3554418 0.0157116 0.6445582 0.9842884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 104131 21736 45095 1197439 0.6978074 0.0178284 0.3021926 0.9821716
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 131982 2588 40560 1193271 0.7649268 0.0021641 0.2350732 0.9978359
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 128502 19861 30849 1189189 0.8064085 0.0164269 0.1935915 0.9835731
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 158966 4431 11910 1193094 0.9303003 0.0037001 0.0696997 0.9962999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 13677 13940 42728 1275223 0.2424785 0.0108132 0.7575215 0.9891868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 117529 21763 52774 1153502 0.6901170 0.0185175 0.3098830 0.9814825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105817 1301 43807 1194643 0.7072194 0.0010878 0.2927806 0.9989122
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 128937 21938 30195 1164498 0.8102519 0.0184907 0.1897481 0.9815093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 136334 2464 18428 1188342 0.8809268 0.0020692 0.1190732 0.9979308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33276 220745 167987 1114949 0.1653359 0.1652661 0.8346641 0.8347339
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 28972 215206 146142 1080721 0.1654465 0.1660634 0.8345535 0.8339366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 1 CD14 monocytes CD14 monocytes 34896 208235 175705 1052205 0.1656972 0.1652082 0.8343028 0.8347918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 33100 212977 165092 1059872 0.1670098 0.1673231 0.8329902 0.8326769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 4 CD4 CD4 100107 124010 505317 627210 0.1653502 0.1650781 0.8346498 0.8349219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 29025 208896 144088 1039902 0.1676651 0.1672777 0.8323349 0.8327223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 5 CD8 CD8 30159 202643 152496 1023168 0.1651146 0.1653134 0.8348854 0.8346866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 76420 7084 8277 1445176 0.9022752 0.0048779 0.0977248 0.9951221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 193101 5701 6255 1331900 0.9686240 0.0042621 0.0313760 0.9957379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 186354 1485 3904 1345214 0.9794805 0.0011027 0.0205195 0.9988973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200789 1999 474 1333695 0.9976449 0.0014966 0.0023551 0.9985034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 684808 3864 1592 846693 0.9976807 0.0045429 0.0023193 0.9954571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 70743 4006 12138 1384154 0.8535491 0.0028858 0.1464509 0.9971142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 194872 8735 3320 1264114 0.9832486 0.0068626 0.0167514 0.9931374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 193401 2608 3279 1271753 0.9833282 0.0020465 0.0166718 0.9979535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209629 1584 972 1258856 0.9953846 0.0012567 0.0046154 0.9987433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 605456 4344 2117 859124 0.9965156 0.0050309 0.0034844 0.9949691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 65188 4290 6656 1280510 0.9073548 0.0033390 0.0926452 0.9966610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 178502 1545 3649 1172948 0.9799672 0.0013155 0.0200328 0.9986845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 197688 5016 3864 1150076 0.9808288 0.0043425 0.0191712 0.9956575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 2 CD19 CD19 128497 457 365 1227325 0.9971675 0.0003722 0.0028325 0.9996278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 604189 2709 1235 748511 0.9979601 0.0036061 0.0020399 0.9963939
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 57953 3497 7463 1352998 0.8859148 0.0025780 0.1140852 0.9974220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 152010 1350 3527 1265024 0.9773237 0.0010660 0.0226763 0.9989340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 178920 5898 1929 1235164 0.9893336 0.0047524 0.0106664 0.9952476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 667806 2596 2157 749352 0.9967804 0.0034524 0.0032196 0.9965476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176611 1753 422 1243125 0.9976163 0.0014082 0.0023837 0.9985918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 64734 4088 8870 1330774 0.8794902 0.0030625 0.1205098 0.9969375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 179676 6585 2979 1219226 0.9836906 0.0053720 0.0163094 0.9946280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 174677 1641 2556 1229592 0.9855783 0.0013328 0.0144217 0.9986672
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153636 887 658 1253285 0.9957354 0.0007072 0.0042646 0.9992928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 659523 3245 1718 743980 0.9974019 0.0043427 0.0025981 0.9956573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 58842 28609 17532 1410194 0.7704454 0.0198839 0.2295546 0.9801161
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 6 Ungated Ungated 167899 1264 21749 1324265 0.8853191 0.0009536 0.1146809 0.9990464
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 179623 12821 19119 1303614 0.9037999 0.0097392 0.0962001 0.9902608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 663729 16896 10439 824113 0.9845157 0.0200902 0.0154843 0.9799098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199581 7688 1682 1306226 0.9916428 0.0058512 0.0083572 0.9941488
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 89758 444 95032 1173990 0.4857297 0.0003781 0.5142703 0.9996219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 45402 96002 16210 1201610 0.7369019 0.0739836 0.2630981 0.9260164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 6 Ungated Ungated 128421 0 40948 1189855 0.7582320 0.0000000 0.2417680 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 173498 20134 784 1164808 0.9955015 0.0169915 0.0044985 0.9830085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 557146 18433 1461 782184 0.9973846 0.0230235 0.0026154 0.9769765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 14818 29177 33793 1169752 0.3048281 0.0243359 0.6951719 0.9756641
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 6 Ungated Ungated 118757 0 27991 1100792 0.8092580 0.0000000 0.1907420 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 153697 12293 27593 1053957 0.8477963 0.0115292 0.1522037 0.9884708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 163764 20398 2802 1060576 0.9831778 0.0188700 0.0168222 0.9811300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 573458 30370 2140 641572 0.9962821 0.0451974 0.0037179 0.9548026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 6 Ungated Ungated 82217 1088 48380 1260357 0.6295474 0.0008625 0.3704526 0.9991375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 51857 17738 11125 1311322 0.8233622 0.0133463 0.1766378 0.9866537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 172805 11828 7687 1199722 0.9574109 0.0097627 0.0425891 0.9902373
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173999 23323 2930 1191790 0.9834397 0.0191941 0.0165603 0.9808059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 659303 7297 8632 716810 0.9870766 0.0100772 0.0129234 0.9899228
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 87018 350 82574 1137178 0.5131020 0.0003077 0.4868980 0.9996923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 35661 83263 19997 1168199 0.6407165 0.0665326 0.3592835 0.9334674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 6 Ungated Ungated 96669 0 38647 1171804 0.7143945 0.0000000 0.2856055 1.0000000
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 3405 1128407 0.9776516 0.0228212 0.0223484 0.9771788
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 632688 31305 2179 640948 0.9965678 0.0465673 0.0034322 0.9534327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 19822 23467 64875 1428793 0.2340343 0.0161590 0.7659657 0.9838410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 178340 33513 11918 1313186 0.9373587 0.0248853 0.0626413 0.9751147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD8 CD8 188198 53759 11158 1283842 0.9440298 0.0401906 0.0559702 0.9598094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 651238 14958 35162 835599 0.9487733 0.0175861 0.0512267 0.9824139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 2 CD19 CD19 168276 3314 6707 1358660 0.9616706 0.0024332 0.0383294 0.9975668
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD3+ CD3+ 2243 1997 80638 1386163 0.0270629 0.0014386 0.9729371 0.9985614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 174322 28274 22358 1246087 0.8863230 0.0221868 0.1136770 0.9778132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 192288 1380 18313 1259060 0.9130441 0.0010949 0.0869559 0.9989051
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 188813 51662 9379 1221187 0.9526772 0.0405877 0.0473228 0.9594123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 598989 45909 8584 817559 0.9858717 0.0531682 0.0141283 0.9468318
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 8720 6398 63124 1278402 0.1213741 0.0049798 0.8786259 0.9950202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 6 Ungated Ungated 143143 4709 39008 1169784 0.7858480 0.0040094 0.2141520 0.9959906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 195896 43515 5656 1111577 0.9719378 0.0376723 0.0280622 0.9623277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 125304 5915 3558 1221867 0.9723891 0.0048176 0.0276109 0.9951824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 165106 23027 1705 1166806 0.9897789 0.0193531 0.0102211 0.9806469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 12613 12528 52803 1343967 0.1928122 0.0092356 0.8071878 0.9907644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 6 Ungated Ungated 121604 13470 33933 1252904 0.7818333 0.0106367 0.2181667 0.9893633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 160205 3127 16828 1241751 0.9049443 0.0025119 0.0950557 0.9974881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 167220 34907 13629 1206155 0.9246388 0.0281267 0.0753612 0.9718733
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 169240 4411 3873 1244387 0.9776273 0.0035322 0.0223727 0.9964678
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 5730 4589 67874 1330273 0.0778490 0.0034378 0.9221510 0.9965622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 132370 15458 44863 1215775 0.7468699 0.0125549 0.2531301 0.9874451
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 134013 3793 20281 1250379 0.8685561 0.0030243 0.1314439 0.9969757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 2 CD19 CD19 153520 3985 5919 1245042 0.9628761 0.0031905 0.0371239 0.9968095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 178780 52854 3875 1172957 0.9787851 0.0431176 0.0212149 0.9568824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 22410 23199 44404 1386995 0.3354087 0.0164509 0.6645913 0.9835491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 1 CD14 monocytes CD14 monocytes 178129 2551 17682 1278646 0.9096986 0.0019911 0.0903014 0.9980089
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 166885 33085 14940 1262098 0.9178331 0.0255447 0.0821669 0.9744553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 174781 32144 11313 1258770 0.9392081 0.0249002 0.0607919 0.9750998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 655354 14851 18090 788713 0.9731381 0.0184814 0.0268619 0.9815186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 11039 15699 48841 1303516 0.1843520 0.0119003 0.8156480 0.9880997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 117765 16872 31102 1213356 0.7910753 0.0137145 0.2089247 0.9862855
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 1 CD14 monocytes CD14 monocytes 185218 1351 21199 1171327 0.8973001 0.0011521 0.1026999 0.9988479
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 178524 48756 12786 1139029 0.9331661 0.0410478 0.0668339 0.9589522
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 166267 4018 5717 1203093 0.9667585 0.0033286 0.0332415 0.9966714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 14148 21287 38494 1196030 0.2687588 0.0174868 0.7312412 0.9825132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 117895 11810 32608 1107646 0.7833399 0.0105498 0.2166601 0.9894502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135411 2080 28548 1103920 0.8258833 0.0018807 0.1741167 0.9981193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 2 CD19 CD19 115652 1666 9365 1143276 0.9250902 0.0014551 0.0749098 0.9985449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 168263 53696 10279 1037721 0.9424281 0.0491984 0.0575719 0.9508016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 17060 18351 35643 1295059 0.3237007 0.0139720 0.6762993 0.9860280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 103629 21533 45267 1195684 0.6959824 0.0176904 0.3040176 0.9823096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 1 CD14 monocytes CD14 monocytes 128690 1722 43586 1192115 0.7469990 0.0014424 0.2530010 0.9985576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 120743 19209 37267 1188894 0.7641478 0.0159001 0.2358522 0.9840999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 158986 4446 11674 1191007 0.9315950 0.0037191 0.0684050 0.9962809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 12767 11255 40444 1268488 0.2399316 0.0087947 0.7600684 0.9912053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 119852 23430 48996 1140676 0.7098219 0.0201270 0.2901781 0.9798730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 1 CD14 monocytes CD14 monocytes 105606 917 42795 1183636 0.7116259 0.0007741 0.2883741 0.9992259
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 125316 20111 28408 1159119 0.8152013 0.0170543 0.1847987 0.9829457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 138361 2491 15612 1176490 0.8986056 0.0021128 0.1013944 0.9978872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 5 CD8 CD8 32965 221056 166391 1116545 0.1653575 0.1652630 0.8346425 0.8347370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 6 Ungated Ungated 32394 210737 164286 1063624 0.1647041 0.1653668 0.8352959 0.8346332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 13699 230479 69182 1157681 0.1652852 0.1660320 0.8347148 0.8339680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35057 210873 175544 1049567 0.1664617 0.1673011 0.8335383 0.8326989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 2 CD19 CD19 21256 202861 107606 1024921 0.1649517 0.1652256 0.8350483 0.8347744
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 33456 191599 168096 963493 0.1659919 0.1658734 0.8340081 0.8341266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 30458 196183 151693 978310 0.1672129 0.1670363 0.8327871 0.8329637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 4 CD4 CD4 110834 124211 559129 627737 0.1654330 0.1651856 0.8345670 0.8348144
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 6 Ungated Ungated 29204 203598 148029 1027635 0.1647774 0.1653611 0.8352226 0.8346389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 2 CD19 CD19 409232 752 1056 3393810 0.9974262 0.0002215 0.0025738 0.9997785
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 2 CD19 CD19 409507 863 660 3545407 0.9983909 0.0002434 0.0016091 0.9997566
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 2 CD19 CD19 405133 1078 1198 3463752 0.9970517 0.0003111 0.0029483 0.9996889
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 20291 3581898 0.8553742 0.0127244 0.1446258 0.9872756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 6 Ungated Ungated 418742 2795 67999 3278827 0.8602974 0.0008517 0.1397026 0.9991483
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 19184 3398394 0.9442572 0.0075395 0.0557428 0.9924605
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 18302 2835766 0.9796884 0.0109988 0.0203116 0.9890012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 27044 2243759 0.9817990 0.0169761 0.0182010 0.9830239
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 124836 3576222 0.1889131 0.0162812 0.8110869 0.9837188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 6 Ungated Ungated 319784 0 79449 3390090 0.8009959 0.0000000 0.1990041 1.0000000
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 24100 3346982 0.9318317 0.0258468 0.0681683 0.9741532
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 44054 2101008 0.9728839 0.0294149 0.0271161 0.9705851
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 996 3360521 0.9975645 0.0058736 0.0024355 0.9941264
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 132445 3404120 0.1251808 0.0089653 0.8748192 0.9910347
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 6 Ungated Ungated 259592 928 75192 3250600 0.7754015 0.0002854 0.2245985 0.9997146
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 29584 2068798 0.9799144 0.0211123 0.0200856 0.9788877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 6456 3155241 0.9801915 0.0322507 0.0198085 0.9677493
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 7477 2623372 0.9916733 0.0241738 0.0083267 0.9758262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 68153 3527422 0.4765474 0.0047317 0.5234526 0.9952683
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 6 Ungated Ungated 252287 272 85046 3336786 0.7478871 0.0000815 0.2521129 0.9999185
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 9788 3275684 0.9702812 0.0207331 0.0297188 0.9792669
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 9893 2041745 0.9938180 0.0156014 0.0061820 0.9843986
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5095 2730380 0.9942791 0.0191896 0.0057209 0.9808104
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 105664 3462749 0.2286905 0.0265102 0.7713095 0.9734898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 6 Ungated Ungated 259773 438 88360 3345469 0.7461890 0.0001309 0.2538110 0.9998691
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 100122 2101045 0.9361257 0.0119959 0.0638743 0.9880041
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 2170 3244300 0.9936711 0.0318892 0.0063289 0.9681108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2000 3254114 0.9952215 0.0065282 0.0047785 0.9934718
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 100078 92616 48034 3564122 0.6756914 0.0253275 0.3243086 0.9746725
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 265733 18749 79283 3441085 0.7702049 0.0054190 0.2297951 0.9945810
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 431125 90126 57864 3225735 0.8816660 0.0271803 0.1183340 0.9728197
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 2 CD19 CD19 388672 3673 21616 3390889 0.9473151 0.0010820 0.0526849 0.9989180
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1429738 60460 67309 2247343 0.9550388 0.0261981 0.0449612 0.9738019
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 19 94 184768 3771556 0.0001028 0.0000249 0.9998972 0.9999751
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 349795 139498 14629 3452515 0.9598572 0.0388356 0.0401428 0.9611644
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 394357 5516 15810 3540754 0.9614547 0.0015554 0.0385453 0.9984446
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 820645 3778 29666 3102348 0.9651116 0.0012163 0.0348884 0.9987837
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 454899 71189 11024 3419325 0.9763394 0.0203950 0.0236606 0.9796050
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 106477 104583 70933 3589168 0.6001747 0.0283135 0.3998253 0.9716865
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 262658 29768 72457 3506278 0.7837847 0.0084184 0.2162153 0.9915816
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 439790 47052 41307 3343012 0.9141400 0.0138794 0.0858600 0.9861206
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 390504 18919 15827 3445911 0.9610490 0.0054603 0.0389510 0.9945397
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1520174 55020 49611 2246356 0.9683963 0.0239074 0.0316037 0.9760926
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 95057 17514 74658 3720122 0.5600978 0.0046858 0.4399022 0.9953142
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 464975 62553 18573 3361250 0.9615902 0.0182700 0.0384098 0.9817300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 1568774 11677 60408 2266492 0.9629213 0.0051256 0.0370787 0.9948744
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 2 CD19 CD19 380385 8484 9484 3508998 0.9756739 0.0024120 0.0243261 0.9975880
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 337471 65850 6283 3497747 0.9817224 0.0184785 0.0182776 0.9815215
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 17477 9617 165108 3786596 0.0957198 0.0025333 0.9042802 0.9974667
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 838571 3663 44460 3092104 0.9496507 0.0011832 0.0503493 0.9988168
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 465774 71588 16145 3425291 0.9664985 0.0204720 0.0335015 0.9795280
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 342728 130101 11025 3494944 0.9688342 0.0358895 0.0311658 0.9641105
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 410825 5759 8469 3553745 0.9798018 0.0016179 0.0201982 0.9983821
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 2 CD19 CD19 349083 8636 39806 3217738 0.8976417 0.0026767 0.1023583 0.9973233
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 2 CD19 CD19 362098 9155 28815 3229460 0.9262879 0.0028268 0.0737121 0.9971732
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 2 CD19 CD19 373818 13861 10174 3320377 0.9735047 0.0041572 0.0264953 0.9958428
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 2 CD19 CD19 332286 9947 69830 3380692 0.8263436 0.0029337 0.1736564 0.9970663
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 4 CD4 CD4 247252 381778 1249795 1926025 0.1651598 0.1654292 0.8348402 0.8345708
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 4 CD4 CD4 277691 376438 1403134 1899174 0.1652111 0.1654228 0.8347889 0.8345772
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 6 Ungated Ungated 79865 560234 401232 2829830 0.1660060 0.1652576 0.8339940 0.8347424
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 6 Ungated Ungated 80202 565855 403346 2857948 0.1658615 0.1652709 0.8341385 0.8347291
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 1 CD14 monocytes CD14 monocytes 145708 512132 737323 2583635 0.1650089 0.1654298 0.8349911 0.8345702
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1287 16664441 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 2 5254 16660453 0.0036033 0.0000001 0.9963967 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 6006 42 2993 16656687 0.6674075 0.0000025 0.3325925 0.9999975
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 16642 113 7795 16641178 0.6810165 0.0000068 0.3189835 0.9999932
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1291 16670490 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 142 0 2831 16668808 0.0477632 0.0000000 0.9522368 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 757 18 4511 16666495 0.1436978 0.0000011 0.8563022 0.9999989
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4595 142 2985 16664059 0.6062005 0.0000085 0.3937995 0.9999915
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 36059 1935 8955 16624832 0.8010619 0.0001164 0.1989381 0.9998836
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 0 1252 16027133 0.0007981 0.0000000 0.9992019 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4482 27 613 16023264 0.8796860 0.0000017 0.1203140 0.9999983
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6733 36 722 16020895 0.9031522 0.0000022 0.0968478 0.9999978
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46830 353 2835 15978368 0.9429175 0.0000221 0.0570825 0.9999779
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8311 294 321 16019460 0.9628128 0.0000184 0.0371872 0.9999816
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1255 16162701 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4164 9 1011 16158772 0.8046377 0.0000006 0.1953623 0.9999994
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 44233 124 3794 16115805 0.9210028 0.0000077 0.0789972 0.9999923
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6874 115 352 16156615 0.9512870 0.0000071 0.0487130 0.9999929
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8465 465 296 16154730 0.9662139 0.0000288 0.0337861 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 0 1244 16113136 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4667 26 383 16109304 0.9241584 0.0000016 0.0758416 0.9999984
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 46526 219 3554 16064081 0.9290335 0.0000136 0.0709665 0.9999864
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 6929 66 426 16106959 0.9420802 0.0000041 0.0579198 0.9999959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 8440 228 220 16105492 0.9745958 0.0000142 0.0254042 0.9999858
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 656 16209191 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 3 296 24419 16185129 0.0001228 0.0000183 0.9998772 0.9999817
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 19 5787 5210 16198831 0.0036336 0.0003571 0.9963664 0.9996429
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2328 377 42670 16164472 0.0517356 0.0000233 0.9482644 0.9999767
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 77 51290 620 16157860 0.1104735 0.0031643 0.8895265 0.9968357
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 283 455 23934 16263191 0.0116860 0.0000280 0.9883140 0.9999720
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1497 74 43195 16243097 0.0334959 0.0000046 0.9665041 0.9999954
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 387 17092 4785 16265599 0.0748260 0.0010497 0.9251740 0.9989503
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 3231 21959 20440 16242233 0.1364961 0.0013501 0.8635039 0.9986499
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 243 30907 701 16256012 0.2574153 0.0018977 0.7425847 0.9981023
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 8 2165 5038 15667418 0.0015854 0.0001382 0.9984146 0.9998618
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 1841 219 40710 15631859 0.0432657 0.0000140 0.9567343 0.9999860
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 7370 42 27161 15640056 0.2134314 0.0000027 0.7865686 0.9999973
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 276 29758 654 15643941 0.2967742 0.0018986 0.7032258 0.9981014
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 7623 10906 16673 15639427 0.3137554 0.0006969 0.6862446 0.9993031
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 7 3527 5115 15725843 0.0013667 0.0002242 0.9986333 0.9997758
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 2305 466 40285 15691436 0.0541207 0.0000297 0.9458793 0.9999703
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 46 10598 667 15723181 0.0645161 0.0006736 0.9354839 0.9993264
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 11429 67 27262 15695734 0.2953917 0.0000043 0.7046083 0.9999957
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 7225 1814 10786 15714667 0.4011437 0.0001154 0.5988563 0.9998846
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 953 933 41590 15493321 0.0224009 0.0000602 0.9775991 0.9999398
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 96 16575 725 15519401 0.1169306 0.0010669 0.8830694 0.9989331
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 910 9804 3813 15522270 0.1926741 0.0006312 0.8073259 0.9993688
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 5923 1771 9916 15519187 0.3739504 0.0001141 0.6260496 0.9998859
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 18849 2601 19107 15496240 0.4966013 0.0001678 0.5033987 0.9998322
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 6 163 1281 16664278 0.0046620 0.0000098 0.9953380 0.9999902
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 2242 872 3031 16659583 0.4251849 0.0000523 0.5748151 0.9999477
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 10899 637 13538 16640654 0.4460040 0.0000383 0.5539960 0.9999617
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4166 2903 3393 16655266 0.5511311 0.0001743 0.4488689 0.9998257
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 13 150 1278 16670340 0.0100697 0.0000090 0.9899303 0.9999910
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 8788 2068 42046 16618879 0.1728764 0.0001244 0.8271236 0.9998756
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 2494 527 5086 16663674 0.3290237 0.0000316 0.6709763 0.9999684
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 15224 2314 9189 16645054 0.6236022 0.0001390 0.3763978 0.9998610
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 39278 1405 14369 16616729 0.7321565 0.0000845 0.2678435 0.9999155
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 33 1252 16027100 0.0007981 0.0000021 0.9992019 0.9999979
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4229 932 3226 16019999 0.5672703 0.0000582 0.4327297 0.9999418
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 34042 537 15623 15978184 0.6854324 0.0000336 0.3145676 0.9999664
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19355 2449 4339 16002243 0.8168735 0.0001530 0.1831265 0.9998470
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 4278 707 817 16022584 0.8396467 0.0000441 0.1603533 0.9999559
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 0 1 1255 16162700 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 3367 112 1808 16158669 0.6506280 0.0000069 0.3493720 0.9999931
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 18934 1906 4846 16138270 0.7962153 0.0001181 0.2037847 0.9998819
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 24646 1997 3935 16133378 0.8623211 0.0001238 0.1376789 0.9998762
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 23 /PBMC/T cells/T cells CD4hiCD8hi /PBMC/T cells/T cells CD4hiCD8hi 38616 3683 5375 16116282 0.8778159 0.0002285 0.1221841 0.9997715
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 1 3 1243 16113133 0.0008039 0.0000002 0.9991961 0.9999998
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 24431 1566 25649 16062734 0.4878395 0.0000975 0.5121605 0.9999025
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 4962 1785 2393 16105240 0.6746431 0.0001108 0.3253569 0.9998892
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 2346 12 525 16111497 0.8171369 0.0000007 0.1828631 0.9999993
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 19366 1616 3783 16089615 0.8365804 0.0001004 0.1634196 0.9998996
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2963 16459289 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 89 5719 1096 16455348 0.0751055 0.0003474 0.9248945 0.9996526
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1185 1761 3886 16455420 0.2336817 0.0001070 0.7663183 0.9998930
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 22111 13448 28908 16397785 0.4333876 0.0008194 0.5666124 0.9991806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 26607 6480 22442 16406723 0.5424575 0.0003948 0.4575425 0.9996052
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 133 3554 1050 16519604 0.1124260 0.0002151 0.8875740 0.9997849
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1677 1630 3422 16517612 0.3288880 0.0000987 0.6711120 0.9999013
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 31223 8213 20065 16464840 0.6087779 0.0004986 0.3912221 0.9995014
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 32064 2608 17139 16472530 0.6516676 0.0001583 0.3483324 0.9998417
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 249 6657 910 15864734 0.2148404 0.0004194 0.7851596 0.9995806
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1566 1204 3286 15866494 0.3227535 0.0000759 0.6772465 0.9999241
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 18647 21831 22504 15809568 0.4531360 0.0013790 0.5468640 0.9986210
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 25691 6157 23359 15817343 0.5237717 0.0003891 0.4762283 0.9996109
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 29938 3283 17309 15822020 0.6336487 0.0002075 0.3663513 0.9997925
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 154 4728 1004 15976347 0.1329879 0.0002958 0.8670121 0.9997042
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1489 1149 3423 15976172 0.3031352 0.0000719 0.6968648 0.9999281
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 28382 11030 21383 15921438 0.5703205 0.0006923 0.4296795 0.9993077
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 30721 4623 17340 15929549 0.6392085 0.0002901 0.3607915 0.9997099
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 29160 28703 12933 15911437 0.6927518 0.0018007 0.3072482 0.9981993
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 217 7749 906 15948013 0.1932324 0.0004857 0.8067676 0.9995143
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 1770 1467 2869 15950779 0.3815477 0.0000920 0.6184523 0.9999080
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 30484 7402 19297 15899702 0.6123621 0.0004653 0.3876379 0.9995347
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 31594 2697 15823 15906771 0.6663011 0.0001695 0.3336989 0.9998305
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 14 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC1 0 0 2978 16662750 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 169 591189 5104 16069266 0.0320501 0.0354846 0.9679499 0.9645154
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 42 592661 1245 16071780 0.0326340 0.0355644 0.9673660 0.9644356
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 304 593393 8695 16063336 0.0337815 0.0356248 0.9662185 0.9643752
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 16 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR hi/pDC 1425 572866 42701 16054789 0.0322939 0.0344526 0.9677061 0.9655474
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 980 574269 28435 16068097 0.0333163 0.0345065 0.9666837 0.9654935
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 302 572172 8680 16090627 0.0336228 0.0343383 0.9663772 0.9656617
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 36010 536371 1022066 15077334 0.0340335 0.0343526 0.9659665 0.9656474
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 547892 1212 15479241 0.0327215 0.0341853 0.9672785 0.9658147
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1686 554189 49357 15423154 0.0330310 0.0346859 0.9669690 0.9653141
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 26 /PBMC/T cells/T cells CD8/T cells EM /PBMC/T cells/T cells CD8/T cells EM 3236 544483 91705 15388962 0.0340843 0.0341723 0.9659157 0.9658277
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1673 545867 47282 15433564 0.0341742 0.0341606 0.9658258 0.9658394
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 41 552532 1214 15610169 0.0326693 0.0341856 0.9673307 0.9658144
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 940 557255 27641 15578120 0.0328890 0.0345362 0.9671110 0.9654638
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1712 554745 50152 15557347 0.0330094 0.0344304 0.9669906 0.9655696
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 797 553034 22983 15587142 0.0335156 0.0342644 0.9664844 0.9657356
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3107 551465 88606 15520778 0.0338774 0.0343116 0.9661226 0.9656884
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 165 552733 4885 15556597 0.0326733 0.0343114 0.9673267 0.9656886
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 3067 552379 89240 15469694 0.0332261 0.0344761 0.9667739 0.9655239
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 8 /PBMC/CD3 CD19 DP /PBMC/CD3 CD19 DP 1635 554475 47373 15510897 0.0333619 0.0345137 0.9666381 0.9654863
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 15 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/cDC/cDC2 1727 550458 49817 15512378 0.0335054 0.0342690 0.9664946 0.9657310
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 292 553097 8368 15552623 0.0337182 0.0343417 0.9662818 0.9656583
dataset_name-Levine_seed-42 cyanno num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 0 182 191169 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 cyanno num-1 run0 1 Basophils Basophils 1 2 945 190403 0.0010571 0.0000105 0.9989429 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 14 pDCs pDCs 1 2 657 190691 0.0015198 0.0000105 0.9984802 0.9999895
dataset_name-Levine_seed-42 cyanno num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 2 3 664 190682 0.0030030 0.0000157 0.9969970 0.9999843
dataset_name-Levine_seed-42 cyanno num-1 run0 11 Plasma_B_cells Plasma_B_cells 1 1 242 191107 0.0041152 0.0000052 0.9958848 0.9999948
dataset_name-Levine_seed-42 cyanno num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 1 121 74153 0.0081967 0.0000135 0.9918033 0.9999865
dataset_name-Levine_seed-42 cyanno num-2 run0 14 pDCs pDCs 11 11 569 73685 0.0189655 0.0001493 0.9810345 0.9998507
dataset_name-Levine_seed-42 cyanno num-2 run0 13 Pro_B_cells Pro_B_cells 15 15 295 73951 0.0483871 0.0002028 0.9516129 0.9997972
dataset_name-Levine_seed-42 cyanno num-2 run0 11 Plasma_B_cells Plasma_B_cells 6 6 81 74183 0.0689655 0.0000809 0.9310345 0.9999191
dataset_name-Levine_seed-42 cyanno num-2 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 22 23 228 74003 0.0880000 0.0003107 0.9120000 0.9996893
dataset_name-Levine_seed-42 cygate num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 1 374 181 181457 0.0054945 0.0020569 0.9945055 0.9979431
dataset_name-Levine_seed-42 cygate num-1 run0 15 ungated ungated 3028 659 106983 71343 0.0275245 0.0091525 0.9724755 0.9908475
dataset_name-Levine_seed-42 cygate num-1 run0 13 Pro_B_cells Pro_B_cells 25 420 178 181390 0.1231527 0.0023101 0.8768473 0.9976899
dataset_name-Levine_seed-42 cygate num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1630 2624 148 177611 0.9167604 0.0145588 0.0832396 0.9854412
dataset_name-Levine_seed-42 cygate num-1 run0 14 pDCs pDCs 622 1450 35 179906 0.9467275 0.0079953 0.0532725 0.9920047
dataset_name-Levine_seed-42 cygate num-2 run0 15 ungated ungated 1690 125 39513 31572 0.0410164 0.0039436 0.9589836 0.9960564
dataset_name-Levine_seed-42 cygate num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 12 284 110 72494 0.0983607 0.0039023 0.9016393 0.9960977
dataset_name-Levine_seed-42 cygate num-2 run0 11 Plasma_B_cells Plasma_B_cells 69 96 18 72717 0.7931034 0.0013184 0.2068966 0.9986816
dataset_name-Levine_seed-42 cygate num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 386 584 84 71846 0.8212766 0.0080630 0.1787234 0.9919370
dataset_name-Levine_seed-42 cygate num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 1078 1456 221 70145 0.8298691 0.0203349 0.1701309 0.9796651
dataset_name-Levine_seed-42 dgcytof num-1 run0 1 Basophils Basophils 0 0 946 190405 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 0 1 182 191168 0.0000000 0.0000052 1.0000000 0.9999948
dataset_name-Levine_seed-42 dgcytof num-1 run0 12 Pre_B_cells Pre_B_cells 0 0 3352 187999 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 14 pDCs pDCs 0 0 658 190693 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-1 run0 7 CD4_T_cells CD4_T_cells 15 21 18116 173199 0.0008273 0.0001212 0.9991727 0.9998788
dataset_name-Levine_seed-42 dgcytof num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 0 0 1229 73047 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 7 CD4_T_cells CD4_T_cells 0 0 8235 66041 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 9 Mature_B_cells Mature_B_cells 0 0 4200 70076 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Levine_seed-42 dgcytof num-2 run0 12 Pre_B_cells Pre_B_cells 4 4 2779 71489 0.0014373 0.0000559 0.9985627 0.9999441
dataset_name-Levine_seed-42 dgcytof num-2 run0 1 Basophils Basophils 7 13 254 74002 0.0268199 0.0001756 0.9731801 0.9998244
dataset_name-Levine_seed-42 lda num-1 run0 1 Basophils Basophils 99 249 743 149841 0.1175772 0.0016590 0.8824228 0.9983410
dataset_name-Levine_seed-42 lda num-1 run0 13 Pro_B_cells Pro_B_cells 23 306 147 150456 0.1352941 0.0020297 0.8647059 0.9979703
dataset_name-Levine_seed-42 lda num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 24 47 125 150736 0.1610738 0.0003117 0.8389262 0.9996883
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-42 lda num-1 run0 12 Pre_B_cells Pre_B_cells 584 1054 1964 147330 0.2291994 0.0071032 0.7708006 0.9928968
dataset_name-Levine_seed-42 lda num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 35 48 378 52687 0.0847458 0.0009102 0.9152542 0.9990898
dataset_name-Levine_seed-42 lda num-2 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 345 492 699 51612 0.3304598 0.0094427 0.6695402 0.9905573
dataset_name-Levine_seed-42 lda num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 396 739 743 51270 0.3476734 0.0142091 0.6523266 0.9857909
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 11422 6320 19501 15905 0.3693691 0.2843645 0.6306309 0.7156355
dataset_name-Levine_seed-42 lda num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 45 163 54 52886 0.4545455 0.0030726 0.5454545 0.9969274
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-42 random num-1 run0 5 CD34+CD38+CD123-_HSPCs CD34+CD38+CD123-_HSPCs 122 12532 1944 176753 0.0590513 0.0662070 0.9409487 0.9337930
dataset_name-Levine_seed-42 random num-1 run0 13 Pro_B_cells Pro_B_cells 12 12752 191 178396 0.0591133 0.0667127 0.9408867 0.9332873
dataset_name-Levine_seed-42 random num-1 run0 1 Basophils Basophils 58 12643 888 177762 0.0613108 0.0664006 0.9386892 0.9335994
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-42 random num-2 run0 13 Pro_B_cells Pro_B_cells 16 4969 294 68997 0.0516129 0.0671795 0.9483871 0.9328205
dataset_name-Levine_seed-42 random num-2 run0 1 Basophils Basophils 14 4933 247 69082 0.0536398 0.0666487 0.9463602 0.9333513
dataset_name-Levine_seed-42 random num-2 run0 2 CD16+_NK_cells CD16+_NK_cells 27 4891 443 68915 0.0574468 0.0662683 0.9425532 0.9337317
dataset_name-Samusik_seed-42 cyanno num-1 run0 5 CLP CLP 0 0 434 755469 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 10 HSC HSC 0 0 26 755877 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-1 run0 6 CMP CMP 60 2 1808 754033 0.0321199 0.0000027 0.9678801 0.9999973
dataset_name-Samusik_seed-42 cyanno num-1 run0 16 MPP MPP 72 5 1049 754777 0.0642284 0.0000066 0.9357716 0.9999934
dataset_name-Samusik_seed-42 cyanno num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 296 15 3499 752093 0.0779974 0.0000199 0.9220026 0.9999801
dataset_name-Samusik_seed-42 cyanno num-2 run0 5 CLP CLP 0 0 446 760485 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 10 HSC HSC 0 0 26 760905 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-2 run0 16 MPP MPP 108 6 992 759825 0.0981818 0.0000079 0.9018182 0.9999921
dataset_name-Samusik_seed-42 cyanno num-2 run0 6 CMP CMP 226 14 1586 759105 0.1247241 0.0000184 0.8752759 0.9999816
dataset_name-Samusik_seed-42 cyanno num-2 run0 22 gd T cells gd T cells 58 3 289 760581 0.1671470 0.0000039 0.8328530 0.9999961
dataset_name-Samusik_seed-42 cyanno num-3 run0 5 CLP CLP 0 0 428 756660 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-3 run0 6 CMP CMP 89 6 1753 755240 0.0483170 0.0000079 0.9516830 0.9999921
dataset_name-Samusik_seed-42 cyanno num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 227 9 3670 753182 0.0582499 0.0000119 0.9417501 0.9999881
dataset_name-Samusik_seed-42 cyanno num-3 run0 16 MPP MPP 85 7 1035 755961 0.0758929 0.0000093 0.9241071 0.9999907
dataset_name-Samusik_seed-42 cyanno num-4 run0 5 CLP CLP 0 0 434 757704 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 10 HSC HSC 0 0 24 758114 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 22 gd T cells gd T cells 3 0 358 757777 0.0083102 0.0000000 0.9916898 1.0000000
dataset_name-Samusik_seed-42 cyanno num-4 run0 16 MPP MPP 54 3 1071 757010 0.0480000 0.0000040 0.9520000 0.9999960
dataset_name-Samusik_seed-42 cyanno num-4 run0 6 CMP CMP 134 5 1701 756298 0.0730245 0.0000066 0.9269755 0.9999934
dataset_name-Samusik_seed-42 cyanno num-5 run0 5 CLP CLP 0 0 441 763921 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 cyanno num-5 run0 16 MPP MPP 15 1 1122 763224 0.0131926 0.0000013 0.9868074 0.9999987
dataset_name-Samusik_seed-42 cyanno num-5 run0 6 CMP CMP 46 3 1799 762514 0.0249322 0.0000039 0.9750678 0.9999961
dataset_name-Samusik_seed-42 cyanno num-5 run0 22 gd T cells gd T cells 9 0 337 764016 0.0260116 0.0000000 0.9739884 1.0000000
dataset_name-Samusik_seed-42 cygate num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 290 441 3505 729579 0.0764163 0.0006041 0.9235837 0.9993959
dataset_name-Samusik_seed-42 cygate num-1 run0 10 HSC HSC 4 90 22 733699 0.1538462 0.0001227 0.8461538 0.9998773
dataset_name-Samusik_seed-42 cygate num-1 run0 25 ungated ungated 70485 736 203471 459123 0.2572858 0.0016005 0.7427142 0.9983995
dataset_name-Samusik_seed-42 cygate num-1 run0 5 CLP CLP 177 4482 257 728899 0.4078341 0.0061114 0.5921659 0.9938886
dataset_name-Samusik_seed-42 cygate num-1 run0 19 NKT cells NKT cells 6593 5360 1047 720815 0.8629581 0.0073811 0.1370419 0.9926189
dataset_name-Samusik_seed-42 cygate num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 406 800 3357 701664 0.1078926 0.0011388 0.8921074 0.9988612
dataset_name-Samusik_seed-42 cygate num-2 run0 25 ungated ungated 73797 849 181115 450466 0.2894999 0.0018812 0.7105001 0.9981188
dataset_name-Samusik_seed-42 cygate num-2 run0 10 HSC HSC 8 910 18 705291 0.3076923 0.0012886 0.6923077 0.9987114
dataset_name-Samusik_seed-42 cygate num-2 run0 5 CLP CLP 247 5291 199 700490 0.5538117 0.0074967 0.4461883 0.9925033
dataset_name-Samusik_seed-42 cygate num-2 run0 16 MPP MPP 977 3618 123 701509 0.8881818 0.0051310 0.1118182 0.9948690
dataset_name-Samusik_seed-42 cygate num-3 run0 10 HSC HSC 0 126 28 732996 0.0000000 0.0001719 1.0000000 0.9998281
dataset_name-Samusik_seed-42 cygate num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 131 931 3766 728322 0.0336156 0.0012766 0.9663844 0.9987234
dataset_name-Samusik_seed-42 cygate num-3 run0 25 ungated ungated 72875 673 204774 454828 0.2624717 0.0014775 0.7375283 0.9985225
dataset_name-Samusik_seed-42 cygate num-3 run0 20 Non-Classical Monocytes Non-Classical Monocytes 2336 966 4432 725416 0.3451537 0.0013299 0.6548463 0.9986701
dataset_name-Samusik_seed-42 cygate num-3 run0 5 CLP CLP 332 5375 96 727347 0.7757009 0.0073357 0.2242991 0.9926643
dataset_name-Samusik_seed-42 cygate num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 174 410 3587 717398 0.0462643 0.0005712 0.9537357 0.9994288
dataset_name-Samusik_seed-42 cygate num-4 run0 10 HSC HSC 5 421 19 721124 0.2083333 0.0005835 0.7916667 0.9994165
dataset_name-Samusik_seed-42 cygate num-4 run0 25 ungated ungated 73781 694 195908 451186 0.2735781 0.0015358 0.7264219 0.9984642
dataset_name-Samusik_seed-42 cygate num-4 run0 5 CLP CLP 342 5194 92 715941 0.7880184 0.0072025 0.2119816 0.9927975
dataset_name-Samusik_seed-42 cygate num-4 run0 19 NKT cells NKT cells 6451 5295 1120 708703 0.8520671 0.0074160 0.1479329 0.9925840
dataset_name-Samusik_seed-42 cygate num-5 run0 10 HSC HSC 0 470 27 737765 0.0000000 0.0006367 1.0000000 0.9993633
dataset_name-Samusik_seed-42 cygate num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 136 397 3683 734046 0.0356114 0.0005405 0.9643886 0.9994595
dataset_name-Samusik_seed-42 cygate num-5 run0 25 ungated ungated 67322 309 206678 463953 0.2457007 0.0006656 0.7542993 0.9993344
dataset_name-Samusik_seed-42 cygate num-5 run0 5 CLP CLP 359 5467 82 732354 0.8140590 0.0074097 0.1859410 0.9925903
dataset_name-Samusik_seed-42 cygate num-5 run0 19 NKT cells NKT cells 6605 5366 1092 725199 0.8581265 0.0073450 0.1418735 0.9926550
dataset_name-Samusik_seed-42 dgcytof num-1 run0 10 HSC HSC 3 11 23 755866 0.1153846 0.0000146 0.8846154 0.9999854
dataset_name-Samusik_seed-42 dgcytof num-1 run0 23 mDCs mDCs 153 63 827 754860 0.1561224 0.0000835 0.8438776 0.9999165
dataset_name-Samusik_seed-42 dgcytof num-1 run0 5 CLP CLP 93 97 341 755372 0.2142857 0.0001284 0.7857143 0.9998716
dataset_name-Samusik_seed-42 dgcytof num-1 run0 6 CMP CMP 608 262 1260 753773 0.3254818 0.0003475 0.6745182 0.9996525
dataset_name-Samusik_seed-42 dgcytof num-1 run0 16 MPP MPP 409 103 712 754679 0.3648528 0.0001365 0.6351472 0.9998635
dataset_name-Samusik_seed-42 dgcytof num-2 run0 5 CLP CLP 7 28 439 760457 0.0156951 0.0000368 0.9843049 0.9999632
dataset_name-Samusik_seed-42 dgcytof num-2 run0 10 HSC HSC 1 7 25 760898 0.0384615 0.0000092 0.9615385 0.9999908
dataset_name-Samusik_seed-42 dgcytof num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1301 430 2463 756737 0.3456429 0.0005679 0.6543571 0.9994321
dataset_name-Samusik_seed-42 dgcytof num-2 run0 17 Macrophages Macrophages 1018 677 1576 757660 0.3924441 0.0008927 0.6075559 0.9991073
dataset_name-Samusik_seed-42 dgcytof num-2 run0 16 MPP MPP 544 186 556 759645 0.4945455 0.0002448 0.5054545 0.9997552
dataset_name-Samusik_seed-42 dgcytof num-3 run0 10 HSC HSC 0 0 28 757060 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-3 run0 5 CLP CLP 117 186 311 756474 0.2733645 0.0002458 0.7266355 0.9997542
dataset_name-Samusik_seed-42 dgcytof num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1374 443 2523 752748 0.3525789 0.0005882 0.6474211 0.9994118
dataset_name-Samusik_seed-42 dgcytof num-3 run0 6 CMP CMP 787 231 1055 755015 0.4272530 0.0003059 0.5727470 0.9996941
dataset_name-Samusik_seed-42 dgcytof num-3 run0 16 MPP MPP 573 250 547 755718 0.5116071 0.0003307 0.4883929 0.9996693
dataset_name-Samusik_seed-42 dgcytof num-4 run0 5 CLP CLP 47 80 387 757624 0.1082949 0.0001056 0.8917051 0.9998944
dataset_name-Samusik_seed-42 dgcytof num-4 run0 10 HSC HSC 3 5 21 758109 0.1250000 0.0000066 0.8750000 0.9999934
dataset_name-Samusik_seed-42 dgcytof num-4 run0 17 Macrophages Macrophages 717 704 1933 754784 0.2705660 0.0009318 0.7294340 0.9990682
dataset_name-Samusik_seed-42 dgcytof num-4 run0 6 CMP CMP 704 261 1131 756042 0.3836512 0.0003451 0.6163488 0.9996549
dataset_name-Samusik_seed-42 dgcytof num-4 run0 16 MPP MPP 517 183 608 756830 0.4595556 0.0002417 0.5404444 0.9997583
dataset_name-Samusik_seed-42 dgcytof num-5 run0 10 HSC HSC 0 0 27 764335 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 dgcytof num-5 run0 5 CLP CLP 35 27 406 763894 0.0793651 0.0000353 0.9206349 0.9999647
dataset_name-Samusik_seed-42 dgcytof num-5 run0 6 CMP CMP 644 184 1201 762333 0.3490515 0.0002413 0.6509485 0.9997587
dataset_name-Samusik_seed-42 dgcytof num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 1706 558 2113 759985 0.4467138 0.0007337 0.5532862 0.9992663
dataset_name-Samusik_seed-42 dgcytof num-5 run0 16 MPP MPP 526 259 611 762966 0.4626209 0.0003393 0.5373791 0.9996607
dataset_name-Samusik_seed-42 lda num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 19 379 2462 571418 0.0076582 0.0006628 0.9923418 0.9993372
dataset_name-Samusik_seed-42 lda num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 853 2556 7994 562875 0.0964169 0.0045204 0.9035831 0.9954796
dataset_name-Samusik_seed-42 lda num-1 run0 10 HSC HSC 3 244 20 574011 0.1304348 0.0004249 0.8695652 0.9995751
dataset_name-Samusik_seed-42 lda num-1 run0 5 CLP CLP 110 1729 231 572208 0.3225806 0.0030125 0.6774194 0.9969875
dataset_name-Samusik_seed-42 lda num-1 run0 6 CMP CMP 508 2971 927 569872 0.3540070 0.0051864 0.6459930 0.9948136
dataset_name-Samusik_seed-42 lda num-2 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 34 810 1750 535710 0.0190583 0.0015097 0.9809417 0.9984903
dataset_name-Samusik_seed-42 lda num-2 run0 10 HSC HSC 2 134 24 538144 0.0769231 0.0002489 0.9230769 0.9997511
dataset_name-Samusik_seed-42 lda num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 359 937 3838 533170 0.0855373 0.0017543 0.9144627 0.9982457
dataset_name-Samusik_seed-42 lda num-2 run0 5 CLP CLP 49 1103 282 536870 0.1480363 0.0020503 0.8519637 0.9979497
dataset_name-Samusik_seed-42 lda num-2 run0 6 CMP CMP 199 1169 1048 535888 0.1595830 0.0021767 0.8404170 0.9978233
dataset_name-Samusik_seed-42 lda num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 37 748 1978 526618 0.0183623 0.0014184 0.9816377 0.9985816
dataset_name-Samusik_seed-42 lda num-3 run0 10 HSC HSC 2 212 22 529145 0.0833333 0.0004005 0.9166667 0.9995995
dataset_name-Samusik_seed-42 lda num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 1090 3684 5492 519115 0.1656032 0.0070467 0.8343968 0.9929533
dataset_name-Samusik_seed-42 lda num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 2824 2329 10056 514172 0.2192547 0.0045092 0.7807453 0.9954908
dataset_name-Samusik_seed-42 lda num-3 run0 6 CMP CMP 326 1918 1069 526068 0.2336918 0.0036327 0.7663082 0.9963673
dataset_name-Samusik_seed-42 lda num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 16 340 1592 505092 0.0099502 0.0006727 0.9900498 0.9993273
dataset_name-Samusik_seed-42 lda num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 487 1425 3496 501632 0.1222696 0.0028327 0.8777304 0.9971673
dataset_name-Samusik_seed-42 lda num-4 run0 10 HSC HSC 3 353 20 506664 0.1304348 0.0006962 0.8695652 0.9993038
dataset_name-Samusik_seed-42 lda num-4 run0 6 CMP CMP 374 2172 960 503534 0.2803598 0.0042950 0.7196402 0.9957050
dataset_name-Samusik_seed-42 lda num-4 run0 5 CLP CLP 99 1647 225 505069 0.3055556 0.0032503 0.6944444 0.9967497
dataset_name-Samusik_seed-42 lda num-5 run0 10 HSC HSC 0 0 27 550224 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-Samusik_seed-42 lda num-5 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 54 920 2354 546923 0.0224252 0.0016793 0.9775748 0.9983207
dataset_name-Samusik_seed-42 lda num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 683 1948 7328 540292 0.0852578 0.0035925 0.9147422 0.9964075
dataset_name-Samusik_seed-42 lda num-5 run0 5 CLP CLP 80 1510 250 548411 0.2424242 0.0027458 0.7575758 0.9972542
dataset_name-Samusik_seed-42 lda num-5 run0 6 CMP CMP 354 1831 803 547263 0.3059637 0.0033346 0.6940363 0.9966654
dataset_name-Samusik_seed-42 random num-1 run0 22 gd T cells gd T cells 11 29520 338 726034 0.0315186 0.0390707 0.9684814 0.9609293
dataset_name-Samusik_seed-42 random num-1 run0 21 Plasma Cells Plasma Cells 52 30366 1523 723962 0.0330159 0.0402557 0.9669841 0.9597443
dataset_name-Samusik_seed-42 random num-1 run0 5 CLP CLP 15 29704 419 725765 0.0345622 0.0393186 0.9654378 0.9606814
dataset_name-Samusik_seed-42 random num-1 run0 3 CD4 T cells CD4 T cells 176 30350 4897 720480 0.0346935 0.0404219 0.9653065 0.9595781
dataset_name-Samusik_seed-42 random num-1 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 138 29467 3657 722641 0.0363636 0.0391792 0.9636364 0.9608208
dataset_name-Samusik_seed-42 random num-2 run0 21 Plasma Cells Plasma Cells 53 29669 1492 729717 0.0343042 0.0390697 0.9656958 0.9609303
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 19 NKT cells NKT cells 288 30226 7266 723151 0.0381255 0.0401207 0.9618745 0.9598793
dataset_name-Samusik_seed-42 random num-2 run0 10 HSC HSC 1 29919 25 730986 0.0384615 0.0393203 0.9615385 0.9606797
dataset_name-Samusik_seed-42 random num-2 run0 18 NK cells NK cells 112 29716 2800 728303 0.0384615 0.0392022 0.9615385 0.9607978
dataset_name-Samusik_seed-42 random num-3 run0 5 CLP CLP 13 30135 415 726525 0.0303738 0.0398263 0.9696262 0.9601737
dataset_name-Samusik_seed-42 random num-3 run0 21 Plasma Cells Plasma Cells 43 29909 1210 725926 0.0343176 0.0395708 0.9656824 0.9604292
dataset_name-Samusik_seed-42 random num-3 run0 2 Basophils Basophils 129 30447 3570 722942 0.0348743 0.0404134 0.9651257 0.9595866
dataset_name-Samusik_seed-42 random num-3 run0 10 HSC HSC 1 29775 27 727285 0.0357143 0.0393298 0.9642857 0.9606702
dataset_name-Samusik_seed-42 random num-3 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 146 30180 3751 723011 0.0374647 0.0400695 0.9625353 0.9599305
dataset_name-Samusik_seed-42 random num-4 run0 23 mDCs mDCs 30 30404 925 726779 0.0314136 0.0401541 0.9685864 0.9598459
dataset_name-Samusik_seed-42 random num-4 run0 6 CMP CMP 58 29935 1777 726368 0.0316076 0.0395807 0.9683924 0.9604193
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 9 GMP GMP 194 29433 5224 723287 0.0358066 0.0391022 0.9641934 0.9608978
dataset_name-Samusik_seed-42 random num-4 run0 21 Plasma Cells Plasma Cells 55 29763 1443 726877 0.0367156 0.0393357 0.9632844 0.9606643
dataset_name-Samusik_seed-42 random num-5 run0 24 pDCs pDCs 885 29996 23175 710306 0.0367830 0.0405186 0.9632170 0.9594814
dataset_name-Samusik_seed-42 random num-5 run0 10 HSC HSC 1 30044 26 734291 0.0370370 0.0393074 0.9629630 0.9606926
dataset_name-Samusik_seed-42 random num-5 run0 16 MPP MPP 43 30199 1094 733026 0.0378188 0.0395676 0.9621812 0.9604324
dataset_name-Samusik_seed-42 random num-5 run0 3 CD4 T cells CD4 T cells 200 30225 5023 728914 0.0382922 0.0398148 0.9617078 0.9601852
dataset_name-Samusik_seed-42 random num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1792 28092 44077 690401 0.0390678 0.0390985 0.9609322 0.9609015
dataset_name-Transformed_seed-42 cyanno num-1 run0 5 DC DC 864 14 1036 163971 0.4547368 0.0000854 0.5452632 0.9999146
dataset_name-Transformed_seed-42 cyanno num-1 run0 2 B-cells IgM- B-cells IgM- 1531 160 1635 162559 0.4835755 0.0009833 0.5164245 0.9990167
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-2 run0 5 DC DC 1209 58 575 158987 0.6776906 0.0003647 0.3223094 0.9996353
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-2 run0 8 ungated ungated 2873 203 748 157005 0.7934272 0.0012913 0.2065728 0.9987087
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-3 run0 5 DC DC 1060 35 805 161457 0.5683646 0.0002167 0.4316354 0.9997833
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-3 run0 8 ungated ungated 3031 309 678 159339 0.8172014 0.0019355 0.1827986 0.9980645
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-4 run0 2 B-cells IgM- B-cells IgM- 1770 142 1392 160497 0.5597723 0.0008840 0.4402277 0.9991160
dataset_name-Transformed_seed-42 cyanno num-4 run0 5 DC DC 1085 44 766 161906 0.5861696 0.0002717 0.4138304 0.9997283
dataset_name-Transformed_seed-42 cyanno num-4 run0 8 ungated ungated 2997 238 729 159837 0.8043478 0.0014868 0.1956522 0.9985132
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-5 run0 5 DC DC 820 81 1018 159219 0.4461371 0.0005085 0.5538629 0.9994915
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cyanno num-5 run0 8 ungated ungated 3004 222 617 157295 0.8296051 0.0014094 0.1703949 0.9985906
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 4345 113725 0.7007576 0.0144977 0.2992424 0.9855023
dataset_name-Transformed_seed-42 cygate num-1 run0 5 DC DC 1183 248 348 128139 0.7726976 0.0019317 0.2273024 0.9980683
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 6254 84162 0.8414381 0.0697865 0.1585619 0.9302135
dataset_name-Transformed_seed-42 cygate num-1 run0 1 B-cells IgM+ B-cells IgM+ 5145 112 870 123791 0.8553616 0.0009039 0.1446384 0.9990961
dataset_name-Transformed_seed-42 cygate num-1 run0 3 CD4 T-cells CD4 T-cells 33930 334 5512 90142 0.8602505 0.0036916 0.1397495 0.9963084
dataset_name-Transformed_seed-42 cygate num-2 run0 5 DC DC 1128 382 655 156614 0.6326416 0.0024332 0.3673584 0.9975668
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 878 154538 0.6942897 0.0087809 0.3057103 0.9912191
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6264 131310 0.7295220 0.0317800 0.2704780 0.9682200
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4460 137636 0.7322608 0.0315576 0.2677392 0.9684424
dataset_name-Transformed_seed-42 cygate num-2 run0 8 ungated ungated 2773 828 842 154336 0.7670816 0.0053363 0.2329184 0.9946637
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4349 116697 0.7354784 0.0282214 0.2645216 0.9717786
dataset_name-Transformed_seed-42 cygate num-3 run0 5 DC DC 1333 373 417 134404 0.7617143 0.0027675 0.2382857 0.9972325
dataset_name-Transformed_seed-42 cygate num-3 run0 3 CD4 T-cells CD4 T-cells 34045 276 8338 93868 0.8032702 0.0029317 0.1967298 0.9970683
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 6349 83695 0.8520012 0.1060901 0.1479988 0.8939099
dataset_name-Transformed_seed-42 cygate num-3 run0 1 B-cells IgM+ B-cells IgM+ 4978 154 830 130565 0.8570937 0.0011781 0.1429063 0.9988219
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 3725 124733 0.7643598 0.0168363 0.2356402 0.9831637
dataset_name-Transformed_seed-42 cygate num-4 run0 5 DC DC 1281 280 340 140776 0.7902529 0.0019850 0.2097471 0.9980150
dataset_name-Transformed_seed-42 cygate num-4 run0 8 ungated ungated 2755 678 520 138724 0.8412214 0.0048636 0.1587786 0.9951364
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 6105 96275 0.8433249 0.0716992 0.1566751 0.9283008
dataset_name-Transformed_seed-42 cygate num-4 run0 1 B-cells IgM+ B-cells IgM+ 5249 148 857 136423 0.8596462 0.0010837 0.1403538 0.9989163
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6061 132968 0.6440150 0.0250970 0.3559850 0.9749030
dataset_name-Transformed_seed-42 cygate num-5 run0 5 DC DC 1261 323 497 151336 0.7172924 0.0021298 0.2827076 0.9978702
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 770 149193 0.7464603 0.0078933 0.2535397 0.9921067
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 9793 107677 0.7569794 0.0481170 0.2430206 0.9518830
dataset_name-Transformed_seed-42 cygate num-5 run0 8 ungated ungated 2839 750 510 149318 0.8477157 0.0049977 0.1522843 0.9950023
dataset_name-Transformed_seed-42 dgcytof num-1 run0 2 B-cells IgM- B-cells IgM- 1316 542 1850 162177 0.4156665 0.0033309 0.5843335 0.9966691
dataset_name-Transformed_seed-42 dgcytof num-1 run0 8 ungated ungated 1774 226 2032 161853 0.4661061 0.0013944 0.5338939 0.9986056
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 48864 1116 11790 104115 0.8056188 0.0106052 0.1943812 0.9893948
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 42431 15218 7503 100733 0.8497417 0.1312451 0.1502583 0.8687549
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 20279 4185 3239 138182 0.8622757 0.0293959 0.1377243 0.9706041
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2026 611 941 157251 0.6828446 0.0038705 0.3171554 0.9961295
dataset_name-Transformed_seed-42 dgcytof num-2 run0 8 ungated ungated 2662 548 959 156660 0.7351560 0.0034858 0.2648440 0.9965142
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 12780 2248 3922 141879 0.7651778 0.0155974 0.2348222 0.9844026
dataset_name-Transformed_seed-42 dgcytof num-2 run0 5 DC DC 1505 242 279 158803 0.8436099 0.0015216 0.1563901 0.9984784
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 19843 2516 3458 135012 0.8515944 0.0182945 0.1484056 0.9817055
dataset_name-Transformed_seed-42 dgcytof num-3 run0 8 ungated ungated 2040 240 1669 159408 0.5500135 0.0015033 0.4499865 0.9984967
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 34331 4336 15360 109330 0.6908897 0.0381469 0.3091103 0.9618531
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2132 1185 825 159215 0.7210010 0.0073878 0.2789990 0.9926122
dataset_name-Transformed_seed-42 dgcytof num-3 run0 1 B-cells IgM+ B-cells IgM+ 4557 199 1311 157290 0.7765849 0.0012636 0.2234151 0.9987364
dataset_name-Transformed_seed-42 dgcytof num-3 run0 5 DC DC 1643 376 222 161116 0.8809651 0.0023283 0.1190349 0.9976717
dataset_name-Transformed_seed-42 dgcytof num-4 run0 2 B-cells IgM- B-cells IgM- 716 149 2446 160490 0.2264390 0.0009275 0.7735610 0.9990725
dataset_name-Transformed_seed-42 dgcytof num-4 run0 8 ungated ungated 1945 193 1781 159882 0.5220075 0.0012057 0.4779925 0.9987943
dataset_name-Transformed_seed-42 dgcytof num-4 run0 5 DC DC 1527 269 324 161681 0.8249595 0.0016610 0.1750405 0.9983390
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 42097 8018 6728 106958 0.8622017 0.0697363 0.1377983 0.9302637
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 14832 5220 2194 141555 0.8711383 0.0355646 0.1288617 0.9644354
dataset_name-Transformed_seed-42 dgcytof num-5 run0 2 B-cells IgM- B-cells IgM- 1819 401 1243 157675 0.5940562 0.0025368 0.4059438 0.9974632
dataset_name-Transformed_seed-42 dgcytof num-5 run0 8 ungated ungated 2476 579 1145 156938 0.6837890 0.0036758 0.3162110 0.9963242
dataset_name-Transformed_seed-42 dgcytof num-5 run0 5 DC DC 1395 152 443 159148 0.7589771 0.0009542 0.2410229 0.9990458
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 14317 4303 3206 139312 0.8170405 0.0299621 0.1829595 0.9700379
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 39584 6723 6938 107893 0.8508663 0.0586567 0.1491337 0.9413433
dataset_name-Transformed_seed-42 lda num-1 run0 8 ungated ungated 27 77 27 62560 0.5000000 0.0012293 0.5000000 0.9987707
dataset_name-Transformed_seed-42 lda num-1 run0 1 B-cells IgM+ B-cells IgM+ 1451 247 1104 59889 0.5679061 0.0041074 0.4320939 0.9958926
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 3 CD4 T-cells CD4 T-cells 19909 54 4693 38035 0.8092432 0.0014177 0.1907568 0.9985823
dataset_name-Transformed_seed-42 lda num-2 run0 2 B-cells IgM- B-cells IgM- 595 328 1149 107235 0.3411697 0.0030494 0.6588303 0.9969506
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 8 ungated ungated 149 168 72 108918 0.6742081 0.0015401 0.3257919 0.9984599
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-3 run0 2 B-cells IgM- B-cells IgM- 42 9 450 56413 0.0853659 0.0001595 0.9146341 0.9998405
dataset_name-Transformed_seed-42 lda num-3 run0 8 ungated ungated 42 54 42 56776 0.5000000 0.0009502 0.5000000 0.9990498
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 3 CD4 T-cells CD4 T-cells 22206 42 3392 31274 0.8674896 0.0013412 0.1325104 0.9986588
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 8 ungated ungated 46 92 44 92315 0.5111111 0.0009956 0.4888889 0.9990044
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-4 run0 3 CD4 T-cells CD4 T-cells 29038 76 8512 54871 0.7733156 0.0013832 0.2266844 0.9986168
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 3 CD4 T-cells CD4 T-cells 33405 145 8467 68374 0.7977885 0.0021162 0.2022115 0.9978838
dataset_name-Transformed_seed-42 random num-1 run0 7 monocytes monocytes 1969 17714 14610 131592 0.1187647 0.1186423 0.8812353 0.8813577
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-1 run0 1 B-cells IgM+ B-cells IgM+ 800 19703 5528 139854 0.1264223 0.1234857 0.8735777 0.8765143
dataset_name-Transformed_seed-42 random num-2 run0 3 CD4 T-cells CD4 T-cells 6995 12081 51304 90449 0.1199849 0.1178289 0.8800151 0.8821711
dataset_name-Transformed_seed-42 random num-2 run0 5 DC DC 217 19445 1567 139600 0.1216368 0.1222610 0.8783632 0.8777390
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-3 run0 2 B-cells IgM- B-cells IgM- 349 19627 2608 140773 0.1180250 0.1223628 0.8819750 0.8776372
dataset_name-Transformed_seed-42 random num-3 run0 7 monocytes monocytes 2013 17371 15016 128957 0.1182101 0.1187128 0.8817899 0.8812872
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-3 run0 1 B-cells IgM+ B-cells IgM+ 738 19459 5130 138030 0.1257669 0.1235578 0.8742331 0.8764422
dataset_name-Transformed_seed-42 random num-4 run0 4 CD8 T-cells CD8 T-cells 5728 13705 43097 101271 0.1173169 0.1191988 0.8826831 0.8808012
dataset_name-Transformed_seed-42 random num-4 run0 6 NK cells NK cells 2833 17421 20036 123511 0.1238795 0.1236128 0.8761205 0.8763872
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-5 run0 7 monocytes monocytes 2058 17055 15465 126560 0.1174456 0.1187550 0.8825544 0.8812450
dataset_name-Transformed_seed-42 random num-5 run0 8 ungated ungated 431 19515 3190 138002 0.1190279 0.1238914 0.8809721 0.8761086
dataset_name-Transformed_seed-42 random num-5 run0 2 B-cells IgM- B-cells IgM- 367 19325 2695 138751 0.1198563 0.1222513 0.8801437 0.8777487
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483
dataset_name-flowcyt_seed-42 cyanno num-1 run0 3 Mast_cells Mast_cells 4 0 3571 21041308 0.0011189 0.0000000 0.9988811 1.0000000
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 142161 29035 60635 20813052 0.7010050 0.0013931 0.2989950 0.9986069
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 236342 8588 67944 20732009 0.7767101 0.0004141 0.2232899 0.9995859
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 1075155 39653 206938 19723137 0.8385936 0.0020064 0.1614064 0.9979936
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 240994 34198 18342 20751349 0.9292732 0.0016453 0.0707268 0.9983547
dataset_name-flowcyt_seed-42 cyanno num-2 run0 3 Mast_cells Mast_cells 2 7 3539 20251274 0.0005648 0.0000003 0.9994352 0.9999997
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 141714 13757 55647 20043704 0.7180446 0.0006859 0.2819554 0.9993141
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 265904 16218 34728 19937972 0.8844834 0.0008128 0.1155166 0.9991872
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 1116131 53969 127091 18957631 0.8977729 0.0028387 0.1022271 0.9971613
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 234653 15564 20453 19984152 0.9198255 0.0007782 0.0801745 0.9992218
dataset_name-flowcyt_seed-42 cyanno num-3 run0 3 Mast_cells Mast_cells 1530 115 2022 20813933 0.4307432 0.0000055 0.5692568 0.9999945
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 101133 5825 101410 20609232 0.4993162 0.0002826 0.5006838 0.9997174
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 262116 11212 41577 20502695 0.8630953 0.0005466 0.1369047 0.9994534
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 232620 14861 34446 20535673 0.8710206 0.0007231 0.1289794 0.9992769
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 1122946 41796 154327 19498531 0.8791746 0.0021390 0.1208254 0.9978610
dataset_name-flowcyt_seed-42 cyanno num-4 run0 3 Mast_cells Mast_cells 1797 178 1624 20270316 0.5252850 0.0000088 0.4747150 0.9999912
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 170572 5699 95382 20002262 0.6413590 0.0002848 0.3586410 0.9997152
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 130497 14798 58880 20069740 0.6890858 0.0007368 0.3109142 0.9992632
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 1137634 89212 125639 18921430 0.9005449 0.0046927 0.0994551 0.9953073
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 254676 46698 21513 19951028 0.9221077 0.0023352 0.0778923 0.9976648
dataset_name-flowcyt_seed-42 cyanno num-5 run0 3 Mast_cells Mast_cells 1511 69 1982 20664825 0.4325794 0.0000033 0.5674206 0.9999967
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 128969 10947 61415 20467056 0.6774151 0.0005346 0.3225849 0.9994654
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 229454 7616 67921 20363396 0.7715982 0.0003739 0.2284018 0.9996261
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 1133919 74521 106536 19353411 0.9141154 0.0038358 0.0858846 0.9961642
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 239873 31629 17542 20379343 0.9318532 0.0015496 0.0681468 0.9984504
dataset_name-flowcyt_seed-42 cygate num-1 run0 3 Mast_cells Mast_cells 1152 29995 2423 20914479 0.3222378 0.0014321 0.6777622 0.9985679
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 6747924 169912 12148039 1882174 0.3571093 0.0827996 0.6428907 0.9172004
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 136892 11177043 65904 9568210 0.6750232 0.5387759 0.3249768 0.4612241
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 252073 164205 52213 20479558 0.8284081 0.0079542 0.1715919 0.9920458
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 1124016 483459 158077 19182497 0.8767040 0.0245835 0.1232960 0.9754165
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 99039 433661 98322 19598334 0.5018165 0.0216484 0.4981835 0.9783516
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 1879 1188538 1662 19037277 0.5306411 0.0587634 0.4693589 0.9412366
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 15034048 287014 3195446 1712848 0.8247101 0.1435169 0.1752899 0.8564831
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 256485 469432 44147 19459292 0.8531527 0.0235555 0.1468473 0.9764445
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 1070138 743363 173084 18242771 0.8607779 0.0391529 0.1392221 0.9608471
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 733 609961 2819 20196391 0.2063626 0.0293161 0.7936374 0.9706839
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 45922 1088736 156621 19518625 0.2267272 0.0528324 0.7732728 0.9471676
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 12859986 255624 5895791 1798503 0.6856547 0.1244441 0.3143453 0.8755559
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 1154437 3445068 122836 16087563 0.9038295 0.1763750 0.0961705 0.8236250
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 243854 425383 23212 20117455 0.9130852 0.0207071 0.0869148 0.9792929
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 66758 1089585 122619 18992265 0.3525138 0.0542572 0.6474862 0.9457428
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 11691830 210859 6581183 1787355 0.6398414 0.1055237 0.3601586 0.8944763
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 1148385 678687 114888 18329267 0.9090553 0.0357054 0.0909447 0.9642946
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 3218 3942083 203 16325723 0.9406606 0.1944997 0.0593394 0.8055003
dataset_name-flowcyt_seed-42 cygate num-4 run0 4 Monocytes Monocytes 266660 397573 9529 19597465 0.9654983 0.0198836 0.0345017 0.9801164
dataset_name-flowcyt_seed-42 cygate num-5 run0 2 HSPCs HSPCs 85416 141203 104968 20318198 0.4486511 0.0069016 0.5513489 0.9930984
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 2143 1528710 1350 19117582 0.6135127 0.0740428 0.3864873 0.9259572
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 15327844 242365 3332819 1746757 0.8213987 0.1218452 0.1786013 0.8781548
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 265140 530334 32235 19822076 0.8916015 0.0260576 0.1083985 0.9739424
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132029 851628 108426 18557702 0.9125918 0.0438772 0.0874082 0.9561228
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 2 HSPCs HSPCs 0 0 202796 20842087 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 3 Mast_cells Mast_cells 654 54 2921 21041254 0.1829371 0.0000026 0.8170629 0.9999974
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 1033169 100786 248924 19662004 0.8058456 0.0050998 0.1941544 0.9949002
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 258344 127993 45942 20612604 0.8490170 0.0061711 0.1509830 0.9938289
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 242570 167905 16766 20617642 0.9353503 0.0080780 0.0646497 0.9919220
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs 0 0 197361 20057461 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells 0 0 3541 20251281 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes 0 0 300632 19954190 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1243222 19011600 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 254239 19879296 0.0033986 0.0060211 0.9966014 0.9939789
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 2 HSPCs HSPCs 0 3 202543 20615054 0.0000000 0.0000001 1.0000000 0.9999999
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes 0 81 1277273 19540246 0.0000000 0.0000041 1.0000000 0.9999959
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 4 Monocytes Monocytes 163 1157 303530 20512750 0.0005367 0.0000564 0.9994633 0.9999436
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 867 121840 266199 20428694 0.0032464 0.0059288 0.9967536 0.9940712
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells 2490 771 1062 20813277 0.7010135 0.0000370 0.2989865 0.9999630
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs 0 0 189377 20084538 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells 0 0 3421 20270494 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes 0 0 276189 19997726 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 5 T_Lymphocytes T_Lymphocytes 0 0 1263273 19010642 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 265087 19887541 0.0032600 0.0060186 0.9967400 0.9939814
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs 0 0 190384 20478003 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 3 Mast_cells Mast_cells 0 0 3493 20664894 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 4 Monocytes Monocytes 0 0 297375 20371012 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 256548 20290552 0.0033681 0.0058998 0.9966319 0.9941002
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132369 208522 108086 19219410 0.9128658 0.0107331 0.0871342 0.9892669
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 114033 122954 75358 20021422 0.6021036 0.0061036 0.3978964 0.9938964
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 184402 114722 108891 19925752 0.6287296 0.0057245 0.3712704 0.9942755
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 713828 404005 264436 18951498 0.7296885 0.0208729 0.2703115 0.9791271
dataset_name-flowcyt_seed-42 lda num-1 run0 3 Mast_cells Mast_cells 3044 3368 488 20326867 0.8618347 0.0001657 0.1381653 0.9998343
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 213150 417242 24278 19679097 0.8977458 0.0207621 0.1022542 0.9792379
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 105301 122923 86444 19623095 0.5491721 0.0062252 0.4508279 0.9937748
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 142116 262795 73814 19459038 0.6581577 0.0133251 0.3418423 0.9866749
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 221260 175866 76156 19464481 0.7439411 0.0089543 0.2560589 0.9910457
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 1034662 730783 147547 18024771 0.8751938 0.0389636 0.1248062 0.9610364
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 16757968 368684 1288954 1522157 0.9285776 0.1949841 0.0714224 0.8050159
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 81093 100649 119176 20253761 0.4049204 0.0049448 0.5950796 0.9950552
dataset_name-flowcyt_seed-42 lda num-3 run0 3 Mast_cells Mast_cells 2363 808 1176 20550332 0.6677027 0.0000393 0.3322973 0.9999607
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 216730 150128 79661 20108160 0.7312300 0.0074107 0.2687700 0.9925893
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 197030 348142 52832 19956675 0.7885553 0.0171458 0.2114447 0.9828542
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 1027011 745363 167788 18614517 0.8595680 0.0385004 0.1404320 0.9614996
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 88995 87788 89497 19665147 0.4985938 0.0044443 0.5014062 0.9955557
dataset_name-flowcyt_seed-42 lda num-4 run0 3 Mast_cells Mast_cells 2768 2916 649 19925094 0.8100673 0.0001463 0.1899327 0.9998537
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 1053594 640197 160457 18077179 0.8678334 0.0342034 0.1321666 0.9657966
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 242557 233103 28680 19427087 0.8942622 0.0118566 0.1057378 0.9881434
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 16676981 278692 1341135 1634619 0.9255674 0.1456595 0.0744326 0.8543405
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 64464 65198 114688 20099308 0.3598285 0.0032333 0.6401715 0.9967667
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 194786 119496 94093 19935283 0.6742823 0.0059585 0.3257177 0.9940415
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 173728 329309 44147 19796474 0.7973746 0.0163625 0.2026254 0.9836375
dataset_name-flowcyt_seed-42 lda num-5 run0 3 Mast_cells Mast_cells 2871 3051 603 20337133 0.8264249 0.0001500 0.1735751 0.9998500
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 1042349 889582 127800 18283927 0.8907831 0.0463964 0.1092169 0.9536036
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 42778 3475074 216558 17310473 0.1649520 0.1671870 0.8350480 0.8328130
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 594 3505219 2981 17536089 0.1661538 0.1665875 0.8338462 0.8334125
dataset_name-flowcyt_seed-42 random num-1 run0 4 Monocytes Monocytes 50572 3446173 253714 17294424 0.1661989 0.1661559 0.8338011 0.8338441
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 3167175 343028 15825622 1709058 0.1667566 0.1671606 0.8332434 0.8328394
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 213833 3301474 1068260 16461316 0.1667843 0.1670551 0.8332157 0.8329449
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 42073 3343576 213033 16656140 0.1649236 0.1671812 0.8350764 0.8328188
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 586 3373958 2955 16877323 0.1654900 0.1666047 0.8345100 0.8333953
dataset_name-flowcyt_seed-42 random num-2 run0 4 Monocytes Monocytes 49914 3315188 250718 16639002 0.1660302 0.1661399 0.8339698 0.8338601
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 3044207 334338 15210753 1665524 0.1667605 0.1671805 0.8332395 0.8328195
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 207367 3175950 1035855 15835650 0.1667980 0.1670533 0.8332020 0.8329467
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 44086 3435691 222980 17114843 0.1650753 0.1671826 0.8349247 0.8328174
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 588 3467552 2964 17346496 0.1655405 0.1665967 0.8344595 0.8334033
dataset_name-flowcyt_seed-42 random num-3 run0 4 Monocytes Monocytes 50476 3408491 253217 17105416 0.1662073 0.1661551 0.8337927 0.8338449
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 3128929 343363 15634544 1710764 0.1667564 0.1671576 0.8332436 0.8328424
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 213050 3264256 1064223 16276071 0.1668007 0.1670523 0.8331993 0.8329477
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 563 3377182 2858 16893312 0.1645718 0.1666058 0.8354282 0.8333942
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 43928 3344962 222026 16662999 0.1651714 0.1671816 0.8348286 0.8328184
dataset_name-flowcyt_seed-42 random num-4 run0 4 Monocytes Monocytes 45984 3322294 230205 16675432 0.1664947 0.1661336 0.8335053 0.8338664
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 3047676 334080 15228025 1664134 0.1667611 0.1671893 0.8332389 0.8328107
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 210741 3175781 1052532 15834861 0.1668214 0.1670528 0.8331786 0.8329472
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 42455 3412379 214960 16998593 0.1649282 0.1671836 0.8350718 0.8328164
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 577 3442858 2916 17222036 0.1651875 0.1666042 0.8348125 0.8333958
dataset_name-flowcyt_seed-42 random num-5 run0 4 Monocytes Monocytes 49361 3384656 248014 16986356 0.1659891 0.1661506 0.8340109 0.8338494
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 3115022 332607 15564243 1656515 0.1667636 0.1672130 0.8332364 0.8327870
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 206921 3245333 1033534 16182599 0.1668106 0.1670447 0.8331894 0.8329553

Dominant Errors (FPR)

dataset model crossvalidation run_id population_id population_name population tp fp fn tn tpr fpr fnr tnr
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 25 Ungated Ungated 344105 92360 80839 2311597 0.8097655 0.0384200 0.1902345 0.9615800
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 136047 81152 50651 2561051 0.7287009 0.0307138 0.2712991 0.9692862
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 174894 76913 32224 2544870 0.8444172 0.0293361 0.1555828 0.9706639
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 83206 63239 17562 2664894 0.8257185 0.0231803 0.1742815 0.9768197
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 201003 26707 10583 2590608 0.9499825 0.0102040 0.0500175 0.9897960
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 25 Ungated Ungated 351115 143770 62028 2211256 0.8498631 0.0610482 0.1501369 0.9389518
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 176616 124193 4873 2462487 0.9731499 0.0480125 0.0268501 0.9519875
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 159333 66831 47127 2494878 0.7717379 0.0260884 0.2282621 0.9739116
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 194634 28353 6555 2538627 0.9674187 0.0110453 0.0325813 0.9889547
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-2 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 624934 15533 35226 2092476 0.9466402 0.0073686 0.0533598 0.9926314
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 205984 181910 2281 2440689 0.9890476 0.0693625 0.0109524 0.9306375
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 154105 105116 10989 2560654 0.9334379 0.0394318 0.0665621 0.9605682
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 25 Ungated Ungated 334919 71525 89420 2335000 0.7892723 0.0297213 0.2107277 0.9702787
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 138185 65130 60767 2566782 0.6945645 0.0247463 0.3054355 0.9752537
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 207898 48599 3784 2570583 0.9821241 0.0185550 0.0178759 0.9814450
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 163340 199332 3667 2451048 0.9780428 0.0752088 0.0219572 0.9247912
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 184288 105902 12017 2515180 0.9387840 0.0404039 0.0612160 0.9595961
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 178509 86353 28045 2524480 0.8642244 0.0330749 0.1357756 0.9669251
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 25 Ungated Ungated 291377 74912 131547 2319551 0.6889583 0.0312855 0.3110417 0.9687145
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661899 28399 16807 2110282 0.9752367 0.0132787 0.0247633 0.9867213
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 170981 106685 15266 2507126 0.9180336 0.0408159 0.0819664 0.9591841
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 25 Ungated Ungated 347939 91392 62866 2297861 0.8469688 0.0382513 0.1530312 0.9617487
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 148299 79462 50859 2521438 0.7446299 0.0305517 0.2553701 0.9694483
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 661655 35358 10835 2092210 0.9838882 0.0166190 0.0161118 0.9833810
dataset_name-FR-FCM-Z238_infection_final_seed-42 cyanno num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 200393 34990 8367 2556308 0.9599205 0.0135029 0.0400795 0.9864971
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 202725 204422 4207 2320879 0.9796696 0.0809496 0.0203304 0.9190504
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 133320 83961 63716 2451236 0.6766276 0.0331181 0.3233724 0.9668819
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 85104 77821 15651 2553657 0.8446628 0.0295731 0.1553372 0.9704269
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 37216 77446 3424 2614147 0.9157480 0.0287733 0.0842520 0.9712267
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 102265 64795 5953 2559220 0.9449907 0.0246931 0.0550093 0.9753069
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 192224 174314 10788 2326225 0.9468603 0.0697106 0.0531397 0.9302894
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 105049 176643 4917 2416942 0.9552862 0.0681077 0.0447138 0.9318923
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 38108 84276 2005 2579162 0.9500162 0.0316418 0.0499838 0.9683582
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 83999 58359 95397 2465796 0.4682323 0.0231202 0.5317677 0.9768798
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 84197 42795 13947 2562612 0.8578925 0.0164255 0.1421075 0.9835745
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 1 B Cell (CD27-) B Cell (CD27-) 107977 192883 3075 2462476 0.9723103 0.0726391 0.0276897 0.9273609
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 197204 165145 3567 2400495 0.9822335 0.0643680 0.0177665 0.9356320
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 126989 75995 61908 2501519 0.6722658 0.0294838 0.3277342 0.9705162
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 88999 59960 11195 2606257 0.8882668 0.0224888 0.1117332 0.9775112
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 206216 43171 5313 2511711 0.9748829 0.0168975 0.0251171 0.9831025
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 176450 136712 12222 2391663 0.9352209 0.0540711 0.0647791 0.9459289
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 152433 115092 13596 2435926 0.9181107 0.0451161 0.0818893 0.9548839
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180063 111988 22981 2402015 0.8868176 0.0445457 0.1131824 0.9554543
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 28422 67974 8595 2612056 0.7678094 0.0253631 0.2321906 0.9746369
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 656964 28794 18138 2013151 0.9731329 0.0141013 0.0268671 0.9858987
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 102747 147082 6927 2404647 0.9368401 0.0576401 0.0631599 0.9423599
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 156321 92316 28910 2383856 0.8439246 0.0372817 0.1560754 0.9627183
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 144762 83178 60730 2372733 0.7044654 0.0338685 0.2955346 0.9661315
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 25 Ungated Ungated 56319 70164 271368 2263552 0.1718683 0.0300654 0.8281317 0.9699346
dataset_name-FR-FCM-Z238_infection_final_seed-42 cygate num-5 run0 2 B Cell (Memory) B Cell (Memory) 37511 41789 1403 2580700 0.9639461 0.0159349 0.0360539 0.9840651
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 25 Ungated Ungated 298969 103904 125975 2300053 0.7035492 0.0432221 0.2964508 0.9567779
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 176145 100687 30973 2521096 0.8504572 0.0384040 0.1495428 0.9615960
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 120067 81374 66631 2560829 0.6431081 0.0307978 0.3568919 0.9692022
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 80395 75713 20373 2652420 0.7978227 0.0277527 0.2021773 0.9722473
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-1 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 205491 42023 6095 2575292 0.9711937 0.0160558 0.0288063 0.9839442
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 25 Ungated Ungated 342928 166837 70215 2188189 0.8300467 0.0708430 0.1699533 0.9291570
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 172116 145266 9373 2441414 0.9483550 0.0561592 0.0516450 0.9438408
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 150291 73003 56169 2488706 0.7279425 0.0284978 0.2720575 0.9715022
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 77900 42720 20247 2627302 0.7937074 0.0159999 0.2062926 0.9840001
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-2 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 196013 34625 5176 2532355 0.9742729 0.0134886 0.0257271 0.9865114
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 198052 188924 10213 2433675 0.9509615 0.0720369 0.0490385 0.9279631
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 146487 112962 18607 2552808 0.8872945 0.0423750 0.1127055 0.9576250
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 25 Ungated Ungated 308759 88394 115580 2318131 0.7276234 0.0367310 0.2723766 0.9632690
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 209852 66161 1830 2553021 0.9913550 0.0252602 0.0086450 0.9747398
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 112885 55876 86067 2576036 0.5673982 0.0212302 0.4326018 0.9787698
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 161079 232118 5928 2418262 0.9645045 0.0875791 0.0354955 0.9124209
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 25 Ungated Ungated 296963 159207 125961 2235256 0.7021663 0.0664896 0.2978337 0.9335104
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 169763 100494 26542 2520588 0.8647920 0.0383407 0.1352080 0.9616593
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 180367 90488 26187 2520345 0.8732196 0.0346587 0.1267804 0.9653413
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-4 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 668893 48703 9813 2089978 0.9855416 0.0227724 0.0144584 0.9772276
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 159505 113271 39653 2487629 0.8008968 0.0435507 0.1991032 0.9564493
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 135142 86197 51105 2527614 0.7256063 0.0329775 0.2743937 0.9670225
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 668480 58918 4010 2068650 0.9940371 0.0276927 0.0059629 0.9723073
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 25 Ungated Ungated 298750 64939 112055 2324314 0.7272307 0.0271796 0.2727693 0.9728204
dataset_name-FR-FCM-Z238_infection_final_seed-42 dgcytof num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 202787 39158 5973 2552140 0.9713882 0.0151113 0.0286118 0.9848887
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 125857 96499 16551 2144349 0.8837776 0.0430636 0.1162224 0.9569364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 2 B Cell (Memory) B Cell (Memory) 28992 96570 8336 2249358 0.7766824 0.0411649 0.2233176 0.9588351
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 1 B Cell (CD27-) B Cell (CD27-) 61835 68983 40614 2211824 0.6035686 0.0302450 0.3964314 0.9697550
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 25 Ungated Ungated 100254 52331 269045 1961626 0.2714711 0.0259842 0.7285289 0.9740158
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-1 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 19180 59935 5593 2298548 0.7742300 0.0254125 0.2257700 0.9745875
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 173279 192827 10356 1978010 0.9436055 0.0888261 0.0563945 0.9111739
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 25 Ungated Ungated 121557 117571 225475 1889869 0.3502761 0.0585676 0.6497239 0.9414324
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 1 B Cell (CD27-) B Cell (CD27-) 79735 107035 24380 2143322 0.7658359 0.0475636 0.2341641 0.9524364
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 2866 64251 2833 2284522 0.5028952 0.0273551 0.4971048 0.9726449
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-2 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31476 43029 47989 2231978 0.3960989 0.0189138 0.6039011 0.9810862
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 145459 164611 31751 2191203 0.8208284 0.0698744 0.1791716 0.9301256
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 25 Ungated Ungated 133341 83114 239016 2077553 0.3580999 0.0384668 0.6419001 0.9615332
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 132552 83148 23330 2293994 0.8503355 0.0349781 0.1496645 0.9650219
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 2 B Cell (Memory) B Cell (Memory) 25557 79770 11616 2416081 0.6875151 0.0319610 0.3124849 0.9680390
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-3 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 67066 75733 94829 2295396 0.4142562 0.0319396 0.5857438 0.9680604
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 25 Ungated Ungated 172348 151010 194495 1833612 0.4698141 0.0760901 0.5301859 0.9239099
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 122745 118698 26527 2083495 0.8222909 0.0538999 0.1777091 0.9461001
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 95466 111832 50749 2093418 0.6529152 0.0507117 0.3470848 0.9492883
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 80909 79543 57925 2133088 0.5827751 0.0359495 0.4172249 0.9640505
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-4 run0 19 Monocyte (CD14+ CD16+) Monocyte (CD14+ CD16+) 31409 54864 50678 2214514 0.3826306 0.0241758 0.6173694 0.9758242
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 1 B Cell (CD27-) B Cell (CD27-) 85568 126042 14469 2070901 0.8553635 0.0573715 0.1446365 0.9426285
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 9 CD4+ T Cell (Naive) CD4+ T Cell (Naive) 103077 97055 33501 2063347 0.7547116 0.0449245 0.2452884 0.9550755
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 25 Ungated Ungated 83207 76840 243785 1893148 0.2544619 0.0390053 0.7455381 0.9609947
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 611338 54574 25933 1605135 0.9593062 0.0328817 0.0406938 0.9671183
dataset_name-FR-FCM-Z238_infection_final_seed-42 lda num-5 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 12948 54792 9642 2219598 0.5731740 0.0240909 0.4268260 0.9759091
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 23 NK Cell (CD56+ CD16-) NK Cell (CD56+ CD16-) 3113 124135 66657 2634996 0.0446180 0.0449906 0.9553820 0.9550094
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 8171 117231 178527 2524972 0.0437659 0.0443687 0.9562341 0.9556313
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 15 CD8+ T Cell (Naive) CD8+ T Cell (Naive) 7520 117601 165547 2538233 0.0434514 0.0442803 0.9565486 0.9557197
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1476 123392 32225 2671808 0.0437969 0.0441442 0.9562031 0.9558558
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-1 run0 6 CD4+ T Cell (Central Memory) CD4+ T Cell (Central Memory) 8574 115915 188649 2515763 0.0434736 0.0440460 0.9565264 0.9559540
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 12 CD8+ T Cell (Central Memory) CD8+ T Cell (Central Memory) 1265 118304 27584 2621016 0.0438490 0.0431874 0.9561510 0.9568126
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 10 CD4+ T Cell (Treg) CD4+ T Cell (Treg) 2319 115448 51518 2598884 0.0430745 0.0425327 0.9569255 0.9574673
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 7 CD4+ T Cell (EMRA) CD4+ T Cell (EMRA) 321 117140 6856 2643852 0.0447262 0.0424268 0.9552738 0.9575732
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 5 CD4+ CD8+ T Cell CD4+ CD8+ T Cell 7553 109695 173936 2476985 0.0416168 0.0424076 0.9583832 0.9575924
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-2 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 6862 109775 157864 2493668 0.0416571 0.0421653 0.9583429 0.9578347
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 3 B Cell (Plasmablast) B Cell (Plasmablast) 810 145259 14659 2670136 0.0523628 0.0515945 0.9476372 0.9484055
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 20 Monocyte (CD14+ CD16-) Monocyte (CD14+ CD16-) 34384 109422 645100 2041958 0.0506031 0.0508613 0.9493969 0.9491387
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 21 Monocyte (CD14- CD16+) Monocyte (CD14- CD16+) 1318 142510 24960 2662076 0.0501560 0.0508132 0.9498440 0.9491868
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 371 143337 7049 2680107 0.0500000 0.0507667 0.9500000 0.9492333
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-3 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8188 135017 156906 2530753 0.0495960 0.0506484 0.9504040 0.9493516
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1569 137004 29348 2649466 0.0507488 0.0491676 0.9492512 0.9508324
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 8125 128467 158882 2521913 0.0486507 0.0484712 0.9513493 0.9515288
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 10292 126088 201355 2479652 0.0486281 0.0483886 0.9513719 0.9516114
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 14 CD8+ T Cell (Effector Memory) CD8+ T Cell (Effector Memory) 381 135860 6915 2674231 0.0522204 0.0483472 0.9477796 0.9516528
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-4 run0 2 B Cell (Memory) B Cell (Memory) 1901 133966 36491 2645029 0.0495155 0.0482066 0.9504845 0.9517934
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 24 Plasmacytoid Dendritic Cell Plasmacytoid Dendritic Cell 1471 130133 29526 2638928 0.0474562 0.0469954 0.9525438 0.9530046
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 22 NK Cell (CD56+ CD16+) NK Cell (CD56+ CD16+) 9746 119819 199014 2471479 0.0466852 0.0462390 0.9533148 0.9537610
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 8 CD4+ T Cell (Effector Memory) CD4+ T Cell (Effector Memory) 1616 127764 32240 2638438 0.0477316 0.0461875 0.9522684 0.9538125
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 11 CD4- CD8- T Cell CD4- CD8- T Cell 7593 121706 156871 2513888 0.0461682 0.0461778 0.9538318 0.9538222
dataset_name-FR-FCM-Z238_infection_final_seed-42 random num-5 run0 13 CD8+ T Cell (EMRA) CD8+ T Cell (EMRA) 1762 127078 36269 2634949 0.0463306 0.0460090 0.9536694 0.9539910
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 78857 7347 5840 1444913 0.9310483 0.0050590 0.0689517 0.9949410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 5 CD8 CD8 192823 4509 6533 1333092 0.9672295 0.0033710 0.0327705 0.9966290
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 4 CD4 CD4 685073 2491 1327 848066 0.9980667 0.0029287 0.0019333 0.9970713
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200849 1717 414 1333977 0.9979430 0.0012855 0.0020570 0.9987145
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 186814 1260 3444 1345439 0.9818983 0.0009356 0.0181017 0.9990644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 5 CD8 CD8 199435 3396 2117 1151696 0.9894965 0.0029400 0.0105035 0.9970600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 4 CD4 CD4 604463 1956 961 749264 0.9984127 0.0026038 0.0015873 0.9973962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 67474 2521 4370 1282279 0.9391738 0.0019622 0.0608262 0.9980378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 166577 1680 234 1188153 0.9985972 0.0014120 0.0014028 0.9985880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 179069 1171 3082 1173322 0.9830800 0.0009970 0.0169200 0.9990030
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 5 CD8 CD8 180958 5442 1697 1220369 0.9907093 0.0044395 0.0092907 0.9955605
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 4 CD4 CD4 659628 2410 1613 744815 0.9975606 0.0032253 0.0024394 0.9967747
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 66596 2572 7008 1332290 0.9047878 0.0019268 0.0952122 0.9980732
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 175254 1615 1979 1229618 0.9888339 0.0013117 0.0111661 0.9986883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 153814 672 480 1253500 0.9968891 0.0005358 0.0031109 0.9994642
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 5 CD8 CD8 179557 3949 1292 1237113 0.9928559 0.0031820 0.0071441 0.9968180
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 4 CD4 CD4 668533 1765 1430 750183 0.9978656 0.0023472 0.0021344 0.9976528
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 60713 2327 4703 1354168 0.9281063 0.0017155 0.0718937 0.9982845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 152824 1252 2713 1265122 0.9825572 0.0009886 0.0174428 0.9990114
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176626 1223 407 1243655 0.9977010 0.0009824 0.0022990 0.9990176
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 5 CD8 CD8 183211 3037 1170 1217353 0.9936544 0.0024885 0.0063456 0.9975115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 4 CD4 CD4 593802 1593 937 808439 0.9984245 0.0019666 0.0015755 0.9980334
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 189437 1668 2624 1211042 0.9863377 0.0013754 0.0136623 0.9986246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 63359 1671 3494 1336247 0.9477361 0.0012490 0.0522639 0.9987510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 203722 1028 926 1199095 0.9954752 0.0008566 0.0045248 0.9991434
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 4 CD4 CD4 664528 23122 9811 817550 0.9854509 0.0275042 0.0145491 0.9724958
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 54436 35718 21784 1403073 0.7141957 0.0248250 0.2858043 0.9751750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 5 CD8 CD8 171161 10811 27365 1305674 0.8621591 0.0082120 0.1378409 0.9917880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7665 1681 1306083 0.9916477 0.0058345 0.0083523 0.9941655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-1 run0 2 CD19 CD19 174892 3320 90 1336709 0.9994857 0.0024776 0.0005143 0.9975224
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 4 CD4 CD4 574209 30896 1076 644227 0.9981296 0.0457635 0.0018704 0.9542365
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 15575 30900 34123 1169810 0.3133929 0.0257348 0.6866071 0.9742652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 164628 18436 2015 1065329 0.9879083 0.0170111 0.0120917 0.9829889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 5 CD8 CD8 154235 12835 30910 1052428 0.8330498 0.0120487 0.1669502 0.9879513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-2 run0 2 CD19 CD19 128397 2573 349 1119089 0.9972892 0.0022939 0.0027108 0.9977061
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 35716 85394 19894 1167089 0.6422586 0.0681798 0.3577414 0.9318202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 4 CD4 CD4 632867 31659 1798 641769 0.9971670 0.0470117 0.0028330 0.9529883
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1130259 0.9776516 0.0220414 0.0223484 0.9779586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 2 CD19 CD19 159278 5580 49 1143186 0.9996925 0.0048574 0.0003075 0.9951426
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-3 run0 5 CD8 CD8 85896 316 84704 1137177 0.5034936 0.0002778 0.4965064 0.9997222
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174277 23242 2651 1191970 0.9850165 0.0191259 0.0149835 0.9808741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 51660 19460 11337 1309683 0.8200390 0.0146410 0.1799610 0.9853590
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 2 CD19 CD19 172981 17182 124 1201853 0.9992837 0.0140948 0.0007163 0.9859052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 4 CD4 CD4 657296 7303 10635 716906 0.9840777 0.0100841 0.0159223 0.9899159
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-4 run0 5 CD8 CD8 173380 8381 7191 1203188 0.9601763 0.0069175 0.0398237 0.9930825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 4 CD4 CD4 572503 16187 13009 786542 0.9777818 0.0201650 0.0222182 0.9798350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 202449 15718 2185 1167889 0.9893224 0.0132797 0.0106776 0.9867203
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 48303 15514 11666 1312758 0.8054662 0.0116798 0.1945338 0.9883202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 5 CD8 CD8 180303 11446 4070 1192422 0.9779252 0.0095077 0.0220748 0.9904923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 cygate num-5 run0 2 CD19 CD19 162007 3950 76 1222208 0.9995311 0.0032214 0.0004689 0.9967786
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 189338 58796 10018 1278805 0.9497482 0.0439563 0.0502518 0.9560437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 185867 45055 4391 1301644 0.9769208 0.0334559 0.0230792 0.9665441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 658112 18023 28288 832534 0.9587879 0.0211896 0.0412121 0.9788104
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 199241 3527 2022 1332167 0.9899534 0.0026406 0.0100466 0.9973594
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 6376 3786 78321 1448474 0.0752801 0.0026070 0.9247199 0.9973930
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 588630 31129 16794 720091 0.9722608 0.0414379 0.0277392 0.9585621
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 187437 41357 14115 1113735 0.9299684 0.0358041 0.0700316 0.9641959
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 176222 29689 5929 1144804 0.9674501 0.0252781 0.0325499 0.9747219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 3 CD3+ CD3+ 3460 5157 68384 1279643 0.0481599 0.0040139 0.9518401 0.9959861
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 162365 3445 4446 1186388 0.9733471 0.0028954 0.0266529 0.9971046
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 652920 17972 8321 729253 0.9874161 0.0240517 0.0125839 0.9759483
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 181541 25861 1114 1199950 0.9939011 0.0210971 0.0060989 0.9789029
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 159835 8679 17398 1222554 0.9018354 0.0070490 0.0981646 0.9929510
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 43183 9377 30421 1325485 0.5866937 0.0070247 0.4133063 0.9929753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 157363 4331 2076 1244696 0.9869793 0.0034675 0.0130207 0.9965325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 662378 26929 7585 725019 0.9886785 0.0358123 0.0113215 0.9641877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 39555 28062 25861 1328433 0.6046686 0.0206871 0.3953314 0.9793129
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 159398 17500 21451 1223562 0.8813872 0.0141008 0.1186128 0.9858992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 134888 9105 20649 1257269 0.8672406 0.0071898 0.1327594 0.9928102
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 169195 4241 7838 1240637 0.9557258 0.0034068 0.0442742 0.9965932
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 179329 43381 5052 1177009 0.9726002 0.0355468 0.0273998 0.9644532
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 584608 11915 10131 798117 0.9829656 0.0147093 0.0170344 0.9852907
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 188544 14738 3517 1197972 0.9816881 0.0121529 0.0183119 0.9878471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 11986 6938 54867 1330980 0.1792889 0.0051857 0.8207111 0.9948143
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 199973 1797 4675 1198326 0.9771559 0.0014973 0.0228441 0.9985027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 5 CD8 CD8 167295 34146 15248 1258041 0.9164690 0.0264250 0.0835310 0.9735750
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 6 Ungated Ungated 173899 31002 11891 1257938 0.9359976 0.0240523 0.0640024 0.9759477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 4 CD4 CD4 657943 15646 14564 786577 0.9783437 0.0195033 0.0216563 0.9804967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 19172 20631 45801 1389126 0.2950764 0.0146344 0.7049236 0.9853656
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-1 run0 2 CD19 CD19 169325 4119 3701 1297585 0.9786102 0.0031643 0.0213898 0.9968357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 4 CD4 CD4 595828 39900 4994 636732 0.9916881 0.0589685 0.0083119 0.9410315
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 6 Ungated Ungated 168368 53105 10376 1045605 0.9419505 0.0483340 0.0580495 0.9516660
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 13115 23011 42776 1198552 0.2346532 0.0188373 0.7653468 0.9811627
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 5 CD8 CD8 116549 12365 36593 1111947 0.7610518 0.0109978 0.2389482 0.9890022
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 135566 1982 28291 1111615 0.8273434 0.0017798 0.1726566 0.9982202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 4 CD4 CD4 650321 119789 5283 561592 0.9919418 0.1758033 0.0080582 0.8241967
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 6 Ungated Ungated 123868 24484 45925 1142708 0.7295236 0.0209768 0.2704764 0.9790232
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 5 CD8 CD8 126155 20307 28833 1161690 0.8139662 0.0171802 0.1860338 0.9828198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 13150 12176 40907 1270752 0.2432617 0.0094908 0.7567383 0.9905092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-3 run0 2 CD19 CD19 137982 2443 15966 1180594 0.8962897 0.0020650 0.1037103 0.9979350
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 4 CD4 CD4 653178 115751 10409 586947 0.9843140 0.1647237 0.0156860 0.8352763
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 6 Ungated Ungated 104553 21864 44515 1195353 0.7013779 0.0179623 0.2986221 0.9820377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 5 CD8 CD8 121788 19183 36126 1189188 0.7712299 0.0158751 0.2287701 0.9841249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 17004 17851 35598 1295832 0.3232577 0.0135885 0.6767423 0.9864115
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-4 run0 2 CD19 CD19 159172 4464 11547 1191102 0.9323625 0.0037338 0.0676375 0.9962662
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 6 Ungated Ungated 173136 37490 10829 1085526 0.9411355 0.0333833 0.0588645 0.9666167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 4 CD4 CD4 574512 18374 8367 705728 0.9856454 0.0253749 0.0143546 0.9746251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 5 CD8 CD8 125876 18790 12661 1149654 0.9086093 0.0160812 0.0913907 0.9839188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 11428 12565 29892 1253096 0.2765731 0.0099276 0.7234269 0.9900724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 lda num-5 run0 2 CD19 CD19 151592 3615 7200 1144574 0.9546577 0.0031484 0.0453423 0.9968516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 5 CD8 CD8 33344 223750 166012 1113851 0.1672586 0.1672771 0.8327414 0.8327229
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 2 CD19 CD19 29123 227784 145860 1134190 0.1664333 0.1672455 0.8335667 0.8327545
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-1 run0 3 CD3+ CD3+ 13955 240986 70742 1211274 0.1647638 0.1659386 0.8352362 0.8340614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 5 CD8 CD8 33377 193426 168175 961666 0.1655999 0.1674551 0.8344001 0.8325449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 6 Ungated Ungated 30323 196486 151828 978007 0.1664718 0.1672943 0.8335282 0.8327057
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-2 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-3 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 6 Ungated Ungated 26025 211522 129512 1054852 0.1673235 0.1670296 0.8326765 0.8329704
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-4 run0 4 CD4 CD4 111009 124968 558954 626980 0.1656942 0.1661923 0.8343058 0.8338077
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 6 Ungated Ungated 31930 202932 160131 1009778 0.1662493 0.1673376 0.8337507 0.8326624
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 5 CD8 CD8 30916 204177 153465 1016213 0.1676745 0.1673047 0.8323255 0.8326953
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 4 CD4 CD4 99091 135520 495648 674512 0.1666126 0.1673020 0.8333874 0.8326980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 3 CD3+ CD3+ 11163 223695 55690 1114223 0.1669783 0.1671963 0.8330217 0.8328037
dataset_name-FR-FCM-Z2KP_healthy_final_seed-42 random num-5 run0 2 CD19 CD19 26914 206254 135175 1036428 0.1660446 0.1659749 0.8339554 0.8340251
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 4 CD4 CD4 682680 27973 3720 822584 0.9945804 0.0328879 0.0054196 0.9671121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 5 CD8 CD8 197690 41291 1666 1296310 0.9916431 0.0308694 0.0083569 0.9691306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 6 Ungated Ungated 184321 6922 5937 1339777 0.9687950 0.0051400 0.0312050 0.9948600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200138 2473 1125 1333221 0.9944103 0.0018515 0.0055897 0.9981485
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-1 run0 2 CD19 CD19 173981 2418 1002 1359556 0.9942737 0.0017754 0.0057263 0.9982246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 4 CD4 CD4 602428 36558 5145 826910 0.9915319 0.0423386 0.0084681 0.9576614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 5 CD8 CD8 196378 41584 1814 1231265 0.9908473 0.0326700 0.0091527 0.9673300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 2 CD19 CD19 175058 6645 56 1289282 0.9996802 0.0051276 0.0003198 0.9948724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 6 Ungated Ungated 188575 6498 8105 1267863 0.9587909 0.0050990 0.0412091 0.9949010
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 207541 2889 3060 1257551 0.9854702 0.0022921 0.0145298 0.9977079
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 4 CD4 CD4 602303 34688 3121 716532 0.9948449 0.0461756 0.0051551 0.9538244
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 5 CD8 CD8 197684 15832 3868 1139260 0.9808089 0.0137063 0.0191911 0.9862937
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 6 Ungated Ungated 170540 4985 11611 1169508 0.9362562 0.0042444 0.0637438 0.9957556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165755 4092 1056 1185741 0.9936695 0.0034391 0.0063305 0.9965609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-3 run0 2 CD19 CD19 128664 3267 198 1224515 0.9984635 0.0026609 0.0015365 0.9973391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 4 CD4 CD4 664635 8574 5328 743374 0.9920473 0.0114024 0.0079527 0.9885976
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 5 CD8 CD8 178073 14030 2776 1227032 0.9846502 0.0113048 0.0153498 0.9886952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 6 Ungated Ungated 149596 8987 5941 1257387 0.9618033 0.0070966 0.0381967 0.9929034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 3 CD3+ CD3+ 45119 6867 20297 1349628 0.6897242 0.0050623 0.3102758 0.9949377
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 169990 2533 7043 1242345 0.9602165 0.0020347 0.0397835 0.9979653
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 4 CD4 CD4 659428 31978 1813 715247 0.9972582 0.0427957 0.0027418 0.9572043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 6 Ungated Ungated 162079 23511 15154 1207722 0.9144967 0.0190955 0.0855033 0.9809045
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 5 CD8 CD8 178773 12005 3882 1213806 0.9787468 0.0097935 0.0212532 0.9902065
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 130508 4810 23786 1249362 0.8458398 0.0038352 0.1541602 0.9961648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cyanno num-5 run0 2 CD19 CD19 159036 3842 403 1245185 0.9974724 0.0030760 0.0025276 0.9969240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 4 CD4 CD4 656202 18659 14808 822620 0.9779318 0.0221793 0.0220682 0.9778207
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 3 CD3+ CD3+ 54375 29374 21886 1406654 0.7130119 0.0204550 0.2869881 0.9795450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 5 CD8 CD8 181815 16884 17235 1296355 0.9134137 0.0128568 0.0865863 0.9871432
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 198960 8074 2303 1302952 0.9885573 0.0061585 0.0114427 0.9938415
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-1 run0 2 CD19 CD19 174910 4666 68 1332645 0.9996114 0.0034891 0.0003886 0.9965109
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 4 CD4 CD4 588131 17792 8414 833625 0.9858954 0.0208969 0.0141046 0.9791031
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 5 CD8 CD8 192149 19049 4288 1232476 0.9781711 0.0152206 0.0218289 0.9847794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 3 CD3+ CD3+ 45826 10196 27574 1364366 0.6243324 0.0074176 0.3756676 0.9925824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 208697 8712 1904 1228649 0.9909592 0.0070408 0.0090408 0.9929592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-2 run0 2 CD19 CD19 175051 4173 63 1268675 0.9996402 0.0032785 0.0003598 0.9967215
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 4 CD4 CD4 573702 29785 1624 653358 0.9971773 0.0435999 0.0028227 0.9564001
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164203 26097 644 1067525 0.9960933 0.0238629 0.0039067 0.9761371
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 2 CD19 CD19 126777 22215 1800 1107677 0.9860006 0.0196612 0.0139994 0.9803388
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 5 CD8 CD8 178216 17859 8228 1054166 0.9558688 0.0166591 0.0441312 0.9833409
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-3 run0 3 CD3+ CD3+ 9124 8131 39685 1201529 0.1869327 0.0067217 0.8130673 0.9932783
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 171772 25331 3662 1119131 0.9791261 0.0221335 0.0208739 0.9778665
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 5 CD8 CD8 151184 16324 15143 1137245 0.9089565 0.0141509 0.0910435 0.9858491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 3 CD3+ CD3+ 26299 17824 17077 1258696 0.6063030 0.0139630 0.3936970 0.9860370
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 4 CD4 CD4 648998 4003 5793 661102 0.9911529 0.0060186 0.0088471 0.9939814
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-4 run0 2 CD19 CD19 172865 5959 128 1140944 0.9992601 0.0051957 0.0007399 0.9948043
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 3 CD3+ CD3+ 52589 96362 3998 1157559 0.9293477 0.0768485 0.0706523 0.9231515
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149389 23585 3000 1134534 0.9803135 0.0203649 0.0196865 0.9796351
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 4 CD4 CD4 638598 7840 4468 659602 0.9930520 0.0117463 0.0069480 0.9882537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 2 CD19 CD19 159206 5077 129 1146096 0.9991904 0.0044103 0.0008096 0.9955897
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 cygate num-5 run0 5 CD8 CD8 78003 263 93282 1138960 0.4553989 0.0002309 0.5446011 0.9997691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 4 CD4 CD4 634283 130877 52117 719680 0.9240720 0.1538721 0.0759280 0.8461279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 6 Ungated Ungated 76124 71961 114134 1274738 0.4001093 0.0534351 0.5998907 0.9465649
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 5 CD8 CD8 162776 70346 36580 1267255 0.8165092 0.0525912 0.1834908 0.9474088
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 2 CD19 CD19 129034 58078 45949 1303896 0.7374088 0.0426425 0.2625912 0.9573575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 176624 25322 24639 1310372 0.8775781 0.0189579 0.1224219 0.9810421
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 4 CD4 CD4 574366 179099 33207 684369 0.9453448 0.2074182 0.0546552 0.7925818
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 6 Ungated Ungated 108245 100726 88435 1173635 0.5503610 0.0790404 0.4496390 0.9209596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 2 CD19 CD19 120380 40681 54734 1255246 0.6874379 0.0313914 0.3125621 0.9686086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 178710 24476 31891 1235964 0.8485715 0.0194186 0.1514285 0.9805814
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-2 run0 5 CD8 CD8 121663 22641 76529 1250208 0.6138643 0.0177877 0.3861357 0.9822123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 4 CD4 CD4 575336 110789 30088 640431 0.9503026 0.1474788 0.0496974 0.8525212
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 6 Ungated Ungated 113313 107883 68838 1066610 0.6220828 0.0918550 0.3779172 0.9081450
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 142928 27696 23883 1162137 0.8568260 0.0232772 0.1431740 0.9767228
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 5 CD8 CD8 132861 19862 68691 1135230 0.6591897 0.0171952 0.3408103 0.9828048
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-3 run0 2 CD19 CD19 112850 12789 16012 1214993 0.8757430 0.0104163 0.1242570 0.9895837
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 6 Ungated Ungated 83507 418370 72030 848004 0.5368948 0.3303684 0.4631052 0.6696316
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 3 CD3+ CD3+ 13552 188085 51864 1168410 0.2071664 0.1386551 0.7928336 0.8613449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 4 CD4 CD4 378696 40896 291267 711052 0.5652491 0.0543867 0.4347509 0.9456133
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 5 CD8 CD8 54272 18686 126577 1222376 0.3000957 0.0150565 0.6999043 0.9849435
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 136660 5624 40373 1239254 0.7719465 0.0045177 0.2280535 0.9954823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 4 CD4 CD4 614697 190731 46544 556494 0.9296111 0.2552524 0.0703889 0.7447476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 5 CD8 CD8 140209 118500 42446 1107311 0.7676165 0.0966707 0.2323835 0.9033293
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 6 Ungated Ungated 68938 78359 108295 1152874 0.3889682 0.0636427 0.6110318 0.9363573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 3 CD3+ CD3+ 7798 19938 65806 1314924 0.1059453 0.0149364 0.8940547 0.9850636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 90272 6391 64022 1247781 0.5850649 0.0050958 0.4149351 0.9949042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 4 CD4 CD4 627893 24332 23080 718829 0.9645454 0.0327412 0.0354546 0.9672588
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 6 Ungated Ungated 168851 33203 12191 1179889 0.9326620 0.0273706 0.0673380 0.9726294
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 5 CD8 CD8 120876 29967 22157 1221134 0.8450917 0.0239525 0.1549083 0.9760475
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 3 CD3+ CD3+ 12381 23645 39226 1318882 0.2399093 0.0176123 0.7600907 0.9823877
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-1 run0 2 CD19 CD19 167614 4529 4366 1217625 0.9746133 0.0037058 0.0253867 0.9962942
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 4 CD4 CD4 591938 45994 10470 733261 0.9826198 0.0590230 0.0173802 0.9409770
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 6 Ungated Ungated 176306 51048 14152 1140157 0.9256949 0.0428541 0.0743051 0.9571459
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 3 CD3+ CD3+ 10006 14953 51971 1304733 0.1614470 0.0113307 0.8385530 0.9886693
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 5 CD8 CD8 116283 13445 32987 1218948 0.7790112 0.0109097 0.2209888 0.9890903
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-2 run0 2 CD19 CD19 165790 7759 6896 1201218 0.9600662 0.0064178 0.0399338 0.9935822
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 4 CD4 CD4 592891 40175 7767 654565 0.9870692 0.0578274 0.0129308 0.9421726
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 6 Ungated Ungated 161851 55609 14765 1063173 0.9164006 0.0497049 0.0835994 0.9502951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 3 CD3+ CD3+ 13957 37139 47105 1197197 0.2285710 0.0300882 0.7714290 0.9699118
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 5 CD8 CD8 117618 15789 51764 1110227 0.6943949 0.0140220 0.3056051 0.9859780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 137684 6033 25613 1126068 0.8431508 0.0053290 0.1568492 0.9946710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 4 CD4 CD4 653672 142201 9923 558906 0.9850466 0.2028235 0.0149534 0.7971765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 5 CD8 CD8 116216 18180 40584 1189722 0.7411735 0.0150509 0.2588265 0.9849491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 6 Ungated Ungated 94718 17735 53603 1198646 0.6386014 0.0145801 0.3613986 0.9854199
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 3 CD3+ CD3+ 14466 16248 38199 1295789 0.2746796 0.0123838 0.7253204 0.9876162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-4 run0 2 CD19 CD19 156869 4683 14132 1189018 0.9173572 0.0039231 0.0826428 0.9960769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 4 CD4 CD4 646313 84989 9729 607607 0.9851702 0.1227108 0.0148298 0.8772892
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 5 CD8 CD8 152518 44152 13340 1138628 0.9195698 0.0373290 0.0804302 0.9626710
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 6 Ungated Ungated 118027 23114 48152 1159345 0.7102402 0.0195474 0.2897598 0.9804526
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 3 CD3+ CD3+ 12302 14661 47016 1274659 0.2073907 0.0113711 0.7926093 0.9886289
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 lda num-5 run0 2 CD19 CD19 140138 2571 13195 1192734 0.9139455 0.0021509 0.0860545 0.9978491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 2 CD19 CD19 29256 227871 145727 1134103 0.1671934 0.1673094 0.8328066 0.8326906
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 4 CD4 CD4 101300 144492 506273 718976 0.1667289 0.1673391 0.8332711 0.8326609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 2 CD19 CD19 29414 216519 145700 1079408 0.1679706 0.1670765 0.8320294 0.8329235
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 3 CD3+ CD3+ 12044 215175 59800 1069625 0.1676410 0.1674774 0.8323590 0.8325226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 4 CD4 CD4 100992 125649 504432 625571 0.1668120 0.1672599 0.8331880 0.8327401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 2 CD19 CD19 21486 205317 107376 1022465 0.1667365 0.1672259 0.8332635 0.8327741
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 5 CD8 CD8 33786 193023 167766 962069 0.1676292 0.1671062 0.8323708 0.8328938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29420 208301 147613 1036577 0.1661837 0.1673264 0.8338163 0.8326736
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 4 CD4 CD4 111750 125797 558213 626151 0.1668003 0.1672948 0.8331997 0.8327052
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 5 CD8 CD8 30312 207609 150537 1033453 0.1676094 0.1672833 0.8323906 0.8327167
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 3 CD3+ CD3+ 10990 226710 54426 1129785 0.1680017 0.1671293 0.8319983 0.8328707
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 4 CD4 CD4 110140 125092 551101 622133 0.1665656 0.1674087 0.8334344 0.8325913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 5 CD8 CD8 30583 205143 152072 1020668 0.1674359 0.1673529 0.8325641 0.8326471
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 2 CD19 CD19 26728 208731 132711 1040296 0.1676378 0.1671149 0.8323622 0.8328851
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 6 Ungated Ungated 29793 205698 147440 1025535 0.1681007 0.1670667 0.8318993 0.8329333
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-1000 random num-5 run0 3 CD3+ CD3+ 12071 221685 61533 1113177 0.1639992 0.1660733 0.8360008 0.8339267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 4 CD4 CD4 684351 6418 2049 844139 0.9970149 0.0075456 0.0029851 0.9924544
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 3 CD3+ CD3+ 72438 9350 12259 1442910 0.8552605 0.0064382 0.1447395 0.9935618
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 5 CD8 CD8 190312 6757 9044 1330844 0.9546339 0.0050516 0.0453661 0.9949484
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 6 Ungated Ungated 186350 2555 3908 1344144 0.9794595 0.0018972 0.0205405 0.9981028
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200305 2051 958 1333643 0.9952401 0.0015355 0.0047599 0.9984645
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 4 CD4 CD4 604528 7742 3045 855726 0.9949883 0.0089662 0.0050117 0.9910338
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 5 CD8 CD8 193820 10545 4372 1262304 0.9779406 0.0082846 0.0220594 0.9917154
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 3 CD3+ CD3+ 65960 6329 16921 1381831 0.7958398 0.0045593 0.2041602 0.9954407
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 6 Ungated Ungated 192634 2142 4046 1272219 0.9794285 0.0016808 0.0205715 0.9983192
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209139 1827 1462 1258613 0.9930580 0.0014495 0.0069420 0.9985505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 4 CD4 CD4 603741 15382 1683 735838 0.9972201 0.0204760 0.0027799 0.9795240
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 5 CD8 CD8 197367 7850 4185 1147242 0.9792361 0.0067960 0.0207639 0.9932040
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 3 CD3+ CD3+ 49669 4552 22175 1280248 0.6913451 0.0035430 0.3086549 0.9964570
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 6 Ungated Ungated 178119 2395 4032 1172098 0.9778645 0.0020392 0.0221355 0.9979608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166301 2127 510 1187706 0.9969426 0.0017876 0.0030574 0.9982124
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 5 CD8 CD8 178469 7677 2380 1233385 0.9868398 0.0061858 0.0131602 0.9938142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 4 CD4 CD4 666454 2716 3509 749232 0.9947624 0.0036120 0.0052376 0.9963880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 3 CD3+ CD3+ 55903 4627 9513 1351868 0.8545769 0.0034110 0.1454231 0.9965890
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 6 Ungated Ungated 152209 2414 3328 1263960 0.9786032 0.0019062 0.0213968 0.9980938
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176206 1633 827 1243245 0.9953286 0.0013118 0.0046714 0.9986882
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 5 CD8 CD8 179917 9246 2738 1216565 0.9850100 0.0075428 0.0149900 0.9924572
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 4 CD4 CD4 658924 4687 2317 742538 0.9964960 0.0062725 0.0035040 0.9937275
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 3 CD3+ CD3+ 60773 4101 12831 1330761 0.8256752 0.0030722 0.1743248 0.9969278
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 6 Ungated Ungated 174229 2911 3004 1228322 0.9830506 0.0023643 0.0169494 0.9976357
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cyanno num-5 run0 2 CD19 CD19 159030 1093 409 1247934 0.9974348 0.0008751 0.0025652 0.9991249
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 4 CD4 CD4 660084 16623 12688 824625 0.9811407 0.0197599 0.0188593 0.9802401
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 3 CD3+ CD3+ 57751 27329 18667 1410273 0.7557251 0.0190101 0.2442749 0.9809899
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199915 8163 1348 1304594 0.9933023 0.0062182 0.0066977 0.9937818
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 5 CD8 CD8 180979 7207 17947 1307887 0.9097805 0.0054802 0.0902195 0.9945198
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-1 run0 2 CD19 CD19 174888 7078 95 1331959 0.9994571 0.0052859 0.0005429 0.9947141
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 3 CD3+ CD3+ 42979 84608 18821 1205435 0.6954531 0.0655854 0.3045469 0.9344146
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 4 CD4 CD4 546136 21098 2308 782301 0.9957917 0.0262609 0.0042083 0.9737391
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209528 24821 421 1117073 0.9979948 0.0217367 0.0020052 0.9782633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 2 CD19 CD19 173578 20407 1222 1156636 0.9930092 0.0173375 0.0069908 0.9826625
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-2 run0 5 CD8 CD8 99945 530 83774 1167594 0.5440101 0.0004537 0.4559899 0.9995463
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 4 CD4 CD4 573000 26930 927 642147 0.9983848 0.0402495 0.0016152 0.9597505
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 3 CD3+ CD3+ 18580 20529 30818 1173077 0.3761286 0.0171991 0.6238714 0.9828009
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164279 16382 2532 1059811 0.9848211 0.0152222 0.0151789 0.9847778
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 5 CD8 CD8 161294 11980 20253 1049477 0.8884421 0.0112864 0.1115579 0.9887136
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-3 run0 2 CD19 CD19 128517 3099 206 1111182 0.9983997 0.0027812 0.0016003 0.9972188
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 2 CD19 CD19 172064 26268 1045 1199433 0.9939633 0.0214310 0.0060367 0.9785690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 176837 24286 120 1197567 0.9993219 0.0198764 0.0006781 0.9801236
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 3 CD3+ CD3+ 51100 15920 11169 1320621 0.8206331 0.0119113 0.1793669 0.9880887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 4 CD4 CD4 657977 6362 8775 725696 0.9868392 0.0086906 0.0131608 0.9913094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-4 run0 5 CD8 CD8 173972 8977 6644 1209217 0.9632148 0.0073691 0.0367852 0.9926309
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 3 CD3+ CD3+ 51725 73437 995 1181799 0.9811267 0.0585045 0.0188733 0.9414955
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 149099 23833 3403 1131621 0.9776855 0.0206265 0.0223145 0.9793735
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 4 CD4 CD4 640716 4839 2373 660028 0.9963100 0.0072781 0.0036900 0.9927219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 2 CD19 CD19 159278 5580 63 1143035 0.9996046 0.0048580 0.0003954 0.9951420
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 cygate num-5 run0 5 CD8 CD8 100140 298 70890 1136628 0.5855113 0.0002621 0.4144887 0.9997379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 4 CD4 CD4 671672 52594 14728 797963 0.9785431 0.0618348 0.0214569 0.9381652
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 6 Ungated Ungated 161123 48653 29135 1298046 0.8468658 0.0361276 0.1531342 0.9638724
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 5 CD8 CD8 184714 45410 14642 1292191 0.9265535 0.0339488 0.0734465 0.9660512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 190462 8417 10801 1327277 0.9463339 0.0063016 0.0536661 0.9936984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-1 run0 2 CD19 CD19 163455 7787 11528 1354187 0.9341193 0.0057174 0.0658807 0.9942826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 4 CD4 CD4 597666 62072 9907 801396 0.9836941 0.0718869 0.0163059 0.9281131
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 5 CD8 CD8 172552 37012 25640 1235837 0.8706305 0.0290781 0.1293695 0.9709219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 204972 31339 5629 1229101 0.9732717 0.0248635 0.0267283 0.9751365
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 6 Ungated Ungated 138162 25416 58518 1248945 0.7024710 0.0199441 0.2975290 0.9800559
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-2 run0 2 CD19 CD19 171292 16286 3822 1279641 0.9781742 0.0125671 0.0218258 0.9874329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 4 CD4 CD4 599607 42348 5817 708872 0.9903919 0.0563723 0.0096081 0.9436277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 3 CD3+ CD3+ 19811 40310 52033 1244490 0.2757502 0.0313745 0.7242498 0.9686255
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 6 Ungated Ungated 158498 20616 23653 1153877 0.8701462 0.0175531 0.1298538 0.9824469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 5 CD8 CD8 150470 19294 51082 1135798 0.7465567 0.0167034 0.2534433 0.9832966
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 160991 15140 5820 1174693 0.9651102 0.0127245 0.0348898 0.9872755
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 6 Ungated Ungated 98652 93680 56885 1172694 0.6342671 0.0739750 0.3657329 0.9260250
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 4 CD4 CD4 566521 31008 103442 720940 0.8456004 0.0412369 0.1543996 0.9587631
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 162444 41214 14589 1203664 0.9175916 0.0331069 0.0824084 0.9668931
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 5 CD8 CD8 164057 39003 16792 1202059 0.9071491 0.0314271 0.0928509 0.9685729
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-4 run0 3 CD3+ CD3+ 14406 33251 51010 1323244 0.2202214 0.0245124 0.7797786 0.9754876
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 4 CD4 CD4 649570 69657 11671 677568 0.9823499 0.0932209 0.0176501 0.9067791
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 3 CD3+ CD3+ 34672 54407 38932 1280455 0.4710614 0.0407585 0.5289386 0.9592415
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 6 Ungated Ungated 130134 29771 47099 1201462 0.7342538 0.0241798 0.2657462 0.9758202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 5 CD8 CD8 134620 23305 48035 1202506 0.7370179 0.0190119 0.2629821 0.9809881
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 dgcytof num-5 run0 2 CD19 CD19 152843 9452 6596 1239575 0.9586299 0.0075675 0.0413701 0.9924325
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 5 CD8 CD8 170310 37854 19116 1260198 0.8990846 0.0291622 0.1009154 0.9708378
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 6 Ungated Ungated 175159 34645 11206 1266468 0.9398707 0.0266272 0.0601293 0.9733728
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 4 CD4 CD4 657081 14448 15567 800382 0.9768571 0.0177313 0.0231429 0.9822687
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 3 CD3+ CD3+ 21705 24834 48805 1392134 0.3078287 0.0175262 0.6921713 0.9824738
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-1 run0 2 CD19 CD19 169224 3890 3947 1310417 0.9772075 0.0029597 0.0227925 0.9970403
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 4 CD4 CD4 585849 35204 13152 744288 0.9780434 0.0451627 0.0219566 0.9548373
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 6 Ungated Ungated 175306 53169 14725 1135293 0.9225126 0.0447377 0.0774874 0.9552623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 5 CD8 CD8 129710 18155 24393 1206235 0.8417098 0.0148278 0.1582902 0.9851722
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 3 CD3+ CD3+ 9216 12613 48811 1307853 0.1588226 0.0095519 0.8411774 0.9904481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-2 run0 2 CD19 CD19 166586 4955 4830 1202122 0.9718229 0.0041050 0.0281771 0.9958950
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 4 CD4 CD4 595140 36873 5881 648212 0.9902150 0.0538225 0.0097850 0.9461775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 6 Ungated Ungated 168332 53919 10626 1053229 0.9406229 0.0487008 0.0593771 0.9512992
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 3 CD3+ CD3+ 14972 29131 43230 1198773 0.2572420 0.0237242 0.7427580 0.9762758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 5 CD8 CD8 118419 12851 40539 1114297 0.7449704 0.0114013 0.2550296 0.9885987
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136519 2338 27395 1119854 0.8328697 0.0020834 0.1671303 0.9979166
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 4 CD4 CD4 653147 119917 10777 584198 0.9837677 0.1703088 0.0162323 0.8296912
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 6 Ungated Ungated 102079 20907 46768 1198285 0.6857982 0.0171482 0.3142018 0.9828518
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 5 CD8 CD8 119887 19231 38892 1190029 0.7550558 0.0159031 0.2449442 0.9840969
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 3 CD3+ CD3+ 18283 20351 35278 1294127 0.3413491 0.0154822 0.6586509 0.9845178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-4 run0 2 CD19 CD19 159229 4460 11478 1192872 0.9327620 0.0037249 0.0672380 0.9962751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 4 CD4 CD4 649341 109926 6426 578186 0.9902008 0.1597502 0.0097992 0.8402498
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 6 Ungated Ungated 124727 24522 45377 1149253 0.7332397 0.0208916 0.2667603 0.9791084
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 5 CD8 CD8 137769 21841 21323 1162946 0.8659706 0.0184345 0.1340294 0.9815655
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 3 CD3+ CD3+ 14462 13640 41510 1274267 0.2583792 0.0105908 0.7416208 0.9894092
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 lda num-5 run0 2 CD19 CD19 138059 2232 15678 1187910 0.8980206 0.0018754 0.1019794 0.9981246
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33471 223623 167792 1112071 0.1663048 0.1674208 0.8336952 0.8325792
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 6 Ungated Ungated 31674 225453 158584 1121246 0.1664792 0.1674116 0.8335208 0.8325884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 2 CD19 CD19 29227 216565 145887 1079362 0.1669027 0.1671120 0.8330973 0.8328880
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 6 Ungated Ungated 33147 212930 163533 1061431 0.1685326 0.1670877 0.8314674 0.8329123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 5 CD8 CD8 33311 212622 164881 1060227 0.1680744 0.1670442 0.8319256 0.8329558
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 3 CD3+ CD3+ 11017 226530 54399 1129965 0.1684145 0.1669966 0.8315855 0.8330034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 5 CD8 CD8 30631 204828 152024 1020983 0.1676987 0.1670959 0.8323013 0.8329041
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 2 CD19 CD19 26585 208647 132854 1040380 0.1667409 0.1670476 0.8332591 0.8329524
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-10000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 3 CD3+ CD3+ 78426 8581 6271 1443679 0.9259596 0.0059087 0.0740404 0.9940913
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 5 CD8 CD8 191925 4630 7431 1332971 0.9627250 0.0034614 0.0372750 0.9965386
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 4 CD4 CD4 684702 2864 1698 847693 0.9975262 0.0033672 0.0024738 0.9966328
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200806 1825 457 1333869 0.9977293 0.0013663 0.0022707 0.9986337
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-1 run0 6 Ungated Ungated 186611 1348 3647 1345351 0.9808313 0.0010010 0.0191687 0.9989990
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 5 CD8 CD8 195371 7145 2821 1265704 0.9857663 0.0056134 0.0142337 0.9943866
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 4 CD4 CD4 605641 3237 1932 860231 0.9968201 0.0037488 0.0031799 0.9962512
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 3 CD3+ CD3+ 73341 3582 9540 1384578 0.8848952 0.0025804 0.1151048 0.9974196
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 6 Ungated Ungated 193522 2186 3158 1272175 0.9839435 0.0017154 0.0160565 0.9982846
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209988 1673 613 1258767 0.9970893 0.0013273 0.0029107 0.9986727
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 5 CD8 CD8 197882 3984 3670 1151108 0.9817913 0.0034491 0.0182087 0.9965509
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 4 CD4 CD4 604489 2590 935 748630 0.9984556 0.0034477 0.0015444 0.9965523
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 3 CD3+ CD3+ 66400 4065 5444 1280735 0.9242247 0.0031639 0.0757753 0.9968361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166472 1830 339 1188003 0.9979678 0.0015380 0.0020322 0.9984620
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-3 run0 6 Ungated Ungated 178672 1266 3479 1173227 0.9809005 0.0010779 0.0190995 0.9989221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 5 CD8 CD8 178913 5426 1936 1235636 0.9892949 0.0043721 0.0107051 0.9956279
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 4 CD4 CD4 668084 2218 1879 749730 0.9971954 0.0029497 0.0028046 0.9970503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 3 CD3+ CD3+ 58833 3283 6583 1353212 0.8993671 0.0024202 0.1006329 0.9975798
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176647 1512 386 1243366 0.9978196 0.0012146 0.0021804 0.9987854
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-4 run0 6 Ungated Ungated 152416 1318 3121 1265056 0.9799340 0.0010408 0.0200660 0.9989592
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 5 CD8 CD8 180344 6671 2311 1219140 0.9873477 0.0054421 0.0126523 0.9945579
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 4 CD4 CD4 659326 2582 1915 744643 0.9971039 0.0034555 0.0028961 0.9965445
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 3 CD3+ CD3+ 65293 3430 8311 1331432 0.8870849 0.0025696 0.1129151 0.9974304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 6 Ungated Ungated 175075 1870 2158 1229363 0.9878239 0.0015188 0.0121761 0.9984812
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153685 750 609 1253422 0.9960530 0.0005980 0.0039470 0.9994020
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 4 CD4 CD4 664382 22961 9906 817897 0.9853089 0.0273066 0.0146911 0.9726934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 3 CD3+ CD3+ 53814 32090 22461 1406781 0.7055261 0.0223022 0.2944739 0.9776978
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 5 CD8 CD8 174864 11292 23801 1305189 0.8801953 0.0085774 0.1198047 0.9914226
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199582 7426 1681 1306457 0.9916477 0.0056519 0.0083523 0.9943481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-1 run0 2 CD19 CD19 174892 3324 90 1336840 0.9994857 0.0024803 0.0005143 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 3 CD3+ CD3+ 45843 99999 15825 1190535 0.7433839 0.0774865 0.2566161 0.9225135
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 4 CD4 CD4 551722 18036 1463 780981 0.9973553 0.0225727 0.0026447 0.9774273
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 2 CD19 CD19 173591 20399 784 1157428 0.9955039 0.0173192 0.0044961 0.9826808
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 213 1122003 0.9989884 0.0171981 0.0010116 0.9828019
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-2 run0 5 CD8 CD8 84224 410 98985 1168583 0.4597154 0.0003507 0.5402846 0.9996493
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 4 CD4 CD4 574351 30127 1016 645596 0.9982342 0.0445848 0.0017658 0.9554152
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 3 CD3+ CD3+ 15915 33773 34116 1167286 0.3181028 0.0281194 0.6818972 0.9718806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164624 17888 2020 1066558 0.9878784 0.0164951 0.0121216 0.9835049
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 5 CD8 CD8 151509 12860 33704 1053017 0.8180257 0.0120652 0.1819743 0.9879348
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-3 run0 2 CD19 CD19 128434 2574 314 1119768 0.9975611 0.0022934 0.0024389 0.9977066
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173742 23267 3230 1192052 0.9817485 0.0191448 0.0182515 0.9808552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 2 CD19 CD19 172977 18473 129 1200712 0.9992548 0.0151519 0.0007452 0.9848481
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 3 CD3+ CD3+ 51710 18905 11302 1310374 0.8206373 0.0142220 0.1793627 0.9857780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 4 CD4 CD4 657567 6969 10339 717416 0.9845203 0.0096206 0.0154797 0.9903794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-4 run0 5 CD8 CD8 173345 8324 7229 1203393 0.9599666 0.0068696 0.0400334 0.9931304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 3 CD3+ CD3+ 35716 81398 20408 1169028 0.6363766 0.0650962 0.3636234 0.9349038
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 4 CD4 CD4 632867 31659 1798 640226 0.9971670 0.0471197 0.0028330 0.9528803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 25474 3405 1128716 0.9776516 0.0220709 0.0223484 0.9779291
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 2 CD19 CD19 159278 5580 50 1141642 0.9996862 0.0048639 0.0003138 0.9951361
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 cygate num-5 run0 5 CD8 CD8 87834 831 80727 1137158 0.5210814 0.0007302 0.4789186 0.9992698
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 5 CD8 CD8 190124 44689 9232 1292912 0.9536909 0.0334098 0.0463091 0.9665902
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 4 CD4 CD4 682952 26846 3448 823711 0.9949767 0.0315628 0.0050233 0.9684372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 3 CD3+ CD3+ 17012 9024 67685 1443236 0.2008572 0.0062138 0.7991428 0.9937862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 6 Ungated Ungated 182560 5211 7698 1341488 0.9595392 0.0038695 0.0404608 0.9961305
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 199268 2898 1995 1332796 0.9900876 0.0021697 0.0099124 0.9978303
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 5 CD8 CD8 196107 67034 2085 1205815 0.9894799 0.0526645 0.0105201 0.9473355
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 4 CD4 CD4 586648 12832 20925 850636 0.9655597 0.0148610 0.0344403 0.9851390
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 6 Ungated Ungated 172397 16299 24283 1258062 0.8765355 0.0127899 0.1234645 0.9872101
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 2 CD19 CD19 174631 9971 483 1285956 0.9972418 0.0076941 0.0027582 0.9923059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-2 run0 3 CD3+ CD3+ 11077 8730 71804 1379430 0.1336494 0.0062889 0.8663506 0.9937111
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 4 CD4 CD4 595329 33771 10095 717449 0.9833257 0.0449549 0.0166743 0.9550451
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 3 CD3+ CD3+ 28900 33549 42944 1251251 0.4022605 0.0261122 0.5977395 0.9738878
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 5 CD8 CD8 170559 15876 30993 1139216 0.8462283 0.0137444 0.1537717 0.9862556
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 6 Ungated Ungated 166983 11048 15168 1163445 0.9167284 0.0094066 0.0832716 0.9905934
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 164973 9792 1838 1180041 0.9889815 0.0082297 0.0110185 0.9917703
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 5 CD8 CD8 177487 27731 3362 1213331 0.9814099 0.0223446 0.0185901 0.9776554
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 6 Ungated Ungated 143442 23963 12095 1242411 0.9222372 0.0189225 0.0777628 0.9810775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 4 CD4 CD4 661074 13702 8889 738246 0.9867321 0.0182220 0.0132679 0.9817780
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 3 CD3+ CD3+ 31103 11979 34313 1344516 0.4754647 0.0088308 0.5245353 0.9911692
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-4 run0 2 CD19 CD19 170111 4349 3002 1244449 0.9826587 0.0034825 0.0173413 0.9965175
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 4 CD4 CD4 657623 65469 3618 681756 0.9945285 0.0876162 0.0054715 0.9123838
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 5 CD8 CD8 173141 30548 9514 1195263 0.9479127 0.0249206 0.0520873 0.9750794
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 6 Ungated Ungated 126401 13114 50832 1218119 0.7131911 0.0106511 0.2868089 0.9893489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 3 CD3+ CD3+ 33517 11155 40087 1323707 0.4553693 0.0083567 0.5446307 0.9916433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 dgcytof num-5 run0 2 CD19 CD19 154385 8496 5054 1240531 0.9683014 0.0068021 0.0316986 0.9931979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 5 CD8 CD8 166582 33205 14641 1259436 0.9192100 0.0256877 0.0807900 0.9743123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 6 Ungated Ungated 173989 30851 11808 1257216 0.9364468 0.0239514 0.0635532 0.9760486
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 4 CD4 CD4 657358 15483 15637 785386 0.9767651 0.0193327 0.0232349 0.9806673
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 3 CD3+ CD3+ 20163 21278 44701 1387722 0.3108504 0.0151015 0.6891496 0.9848985
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-1 run0 2 CD19 CD19 169361 4085 3693 1296725 0.9786598 0.0031404 0.0213402 0.9968596
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 4 CD4 CD4 592352 42168 9781 750103 0.9837561 0.0532242 0.0162439 0.9467758
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 6 Ungated Ungated 178841 47934 12844 1154785 0.9329942 0.0398547 0.0670058 0.9601453
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 3 CD3+ CD3+ 13511 20773 51411 1308709 0.2081113 0.0156249 0.7918887 0.9843751
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 5 CD8 CD8 122343 17755 34662 1219644 0.7792300 0.0143486 0.2207700 0.9856514
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-2 run0 2 CD19 CD19 166654 4226 5536 1217988 0.9678495 0.0034577 0.0321505 0.9965423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 4 CD4 CD4 593521 38145 5781 628908 0.9903538 0.0571844 0.0096462 0.9428156
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 6 Ungated Ungated 167872 51869 10494 1036120 0.9411659 0.0476742 0.0588341 0.9523258
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 3 CD3+ CD3+ 13726 19088 38342 1195199 0.2636168 0.0157195 0.7363832 0.9842805
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 5 CD8 CD8 114658 11589 33351 1106757 0.7746691 0.0103626 0.2253309 0.9896374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 136211 1997 27482 1100665 0.8321126 0.0018111 0.1678874 0.9981889
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 4 CD4 CD4 653179 109728 10314 591928 0.9844550 0.1563843 0.0155450 0.8436157
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 6 Ungated Ungated 105759 22399 43166 1193825 0.7101494 0.0184168 0.2898506 0.9815832
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 5 CD8 CD8 123429 19205 34012 1188503 0.7839699 0.0159020 0.2160301 0.9840980
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 3 CD3+ CD3+ 17301 18163 35148 1294537 0.3298633 0.0138364 0.6701367 0.9861636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-4 run0 2 CD19 CD19 159548 4489 11111 1190001 0.9348936 0.0037581 0.0651064 0.9962419
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 4 CD4 CD4 650125 128180 5183 550598 0.9920907 0.1888394 0.0079093 0.8111606
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 6 Ungated Ungated 121602 23478 48109 1140897 0.7165240 0.0201636 0.2834760 0.9798364
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 5 CD8 CD8 121718 19366 31776 1161226 0.7929821 0.0164036 0.2070179 0.9835964
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 3 CD3+ CD3+ 12480 10968 40338 1270300 0.2362831 0.0085603 0.7637169 0.9914397
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 lda num-5 run0 2 CD19 CD19 137728 2458 16347 1177553 0.8939023 0.0020830 0.1060977 0.9979170
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 3 CD3+ CD3+ 14225 242869 70472 1209391 0.1679516 0.1672352 0.8320484 0.8327648
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 5 CD8 CD8 33261 223606 166095 1113995 0.1668422 0.1671694 0.8331578 0.8328306
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 6 Ungated Ungated 31910 224997 158348 1121702 0.1677196 0.1670730 0.8322804 0.8329270
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35053 209125 175548 1051315 0.1664427 0.1659143 0.8335573 0.8340857
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 2 CD19 CD19 21450 205191 107412 1022591 0.1664571 0.1671233 0.8335429 0.8328767
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-3 run0 6 Ungated Ungated 30040 195015 152111 979478 0.1649181 0.1660419 0.8350819 0.8339581
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29535 208386 147498 1036492 0.1668333 0.1673947 0.8331667 0.8326053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 6 Ungated Ungated 25785 211915 129752 1054459 0.1657805 0.1673400 0.8342195 0.8326600
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-4 run0 2 CD19 CD19 28794 207183 144319 1041615 0.1663307 0.1659059 0.8336693 0.8340941
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 2 CD19 CD19 26700 209026 132739 1040001 0.1674622 0.1673511 0.8325378 0.8326489
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25916 209316 128378 1044856 0.1679651 0.1668958 0.8320349 0.8331042
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-100000 random num-5 run0 6 Ungated Ungated 29236 204520 147997 1026713 0.1649580 0.1661099 0.8350420 0.8338901
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 4 CD4 CD4 682943 8349 3457 842208 0.9949636 0.0098159 0.0050364 0.9901841
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 3 CD3+ CD3+ 68440 12367 16257 1439893 0.8080570 0.0085157 0.1919430 0.9914843
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 5 CD8 CD8 188812 9386 10544 1328215 0.9471097 0.0070170 0.0528903 0.9929830
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200079 2251 1184 1333443 0.9941172 0.0016853 0.0058828 0.9983147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-1 run0 6 Ungated Ungated 185352 2185 4906 1344514 0.9742140 0.0016225 0.0257860 0.9983775
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 4 CD4 CD4 605527 11411 2046 852057 0.9966325 0.0132153 0.0033675 0.9867847
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 5 CD8 CD8 193763 12176 4429 1260673 0.9776530 0.0095659 0.0223470 0.9904341
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 3 CD3+ CD3+ 60561 4746 22320 1383414 0.7306982 0.0034189 0.2693018 0.9965811
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 6 Ungated Ungated 191943 3079 4737 1271282 0.9759152 0.0024161 0.0240848 0.9975839
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-2 run0 2 CD19 CD19 174856 2210 258 1293717 0.9985267 0.0017053 0.0014733 0.9982947
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 4 CD4 CD4 603708 20017 1716 731203 0.9971656 0.0266460 0.0028344 0.9733540
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 5 CD8 CD8 195584 8024 5968 1147068 0.9703898 0.0069466 0.0296102 0.9930534
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 3 CD3+ CD3+ 44627 5094 27217 1279706 0.6211653 0.0039648 0.3788347 0.9960352
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 6 Ungated Ungated 177967 2986 4184 1171507 0.9770300 0.0025424 0.0229700 0.9974576
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 165383 2334 1428 1187499 0.9914394 0.0019616 0.0085606 0.9980384
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 5 CD8 CD8 179017 10400 1832 1230662 0.9898700 0.0083799 0.0101300 0.9916201
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 4 CD4 CD4 666636 4139 3327 747809 0.9950341 0.0055044 0.0049659 0.9944956
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 3 CD3+ CD3+ 52186 4104 13230 1352391 0.7977559 0.0030254 0.2022441 0.9969746
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 6 Ungated Ungated 152040 3141 3497 1263233 0.9775166 0.0024803 0.0224834 0.9975197
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 175387 1615 1646 1243263 0.9907023 0.0012973 0.0092977 0.9987027
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 5 CD8 CD8 180692 11054 1963 1214757 0.9892530 0.0090177 0.0107470 0.9909823
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 4 CD4 CD4 656950 4245 4291 742980 0.9935107 0.0056810 0.0064893 0.9943190
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 3 CD3+ CD3+ 59029 4776 14575 1330086 0.8019809 0.0035779 0.1980191 0.9964221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 6 Ungated Ungated 173506 2731 3727 1228502 0.9789712 0.0022181 0.0210288 0.9977819
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cyanno num-5 run0 2 CD19 CD19 159110 1749 329 1247278 0.9979365 0.0014003 0.0020635 0.9985997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 3 CD3+ CD3+ 55930 48380 20548 1387752 0.7313214 0.0336877 0.2686786 0.9663123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 4 CD4 CD4 661845 22198 10487 818080 0.9844021 0.0264174 0.0155979 0.9735826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199841 8245 1422 1303102 0.9929346 0.0062874 0.0070654 0.9937126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 5 CD8 CD8 159602 7674 38693 1306641 0.8048715 0.0058388 0.1951285 0.9941612
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-1 run0 2 CD19 CD19 174889 3813 92 1333816 0.9994742 0.0028506 0.0005258 0.9971494
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 3 CD3+ CD3+ 42722 82829 19094 1192976 0.6911156 0.0649229 0.3088844 0.9350771
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 4 CD4 CD4 555135 21140 1064 760282 0.9980870 0.0270532 0.0019130 0.9729468
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 209454 19359 1112 1107696 0.9947190 0.0171766 0.0052810 0.9828234
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 2 CD19 CD19 174467 2487 535 1160132 0.9969429 0.0021391 0.0030571 0.9978609
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-2 run0 5 CD8 CD8 100408 554 81562 1155097 0.5517833 0.0004794 0.4482167 0.9995206
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 3 CD3+ CD3+ 34441 41461 10102 1157888 0.7732079 0.0345696 0.2267921 0.9654304
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 164604 17217 2024 1060047 0.9878532 0.0159822 0.0121468 0.9840178
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 5 CD8 CD8 149814 10073 37807 1046198 0.7984927 0.0095364 0.2015073 0.9904636
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 4 CD4 CD4 583039 4829 4321 651703 0.9926434 0.0073553 0.0073566 0.9926447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-3 run0 2 CD19 CD19 128498 4078 268 1111048 0.9979187 0.0036570 0.0020813 0.9963430
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 174394 18528 2392 1113520 0.9864695 0.0163668 0.0135305 0.9836332
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 3 CD3+ CD3+ 28326 12408 8662 1259438 0.7658159 0.0097559 0.2341841 0.9902441
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 5 CD8 CD8 159006 7896 8239 1133693 0.9507369 0.0069167 0.0492631 0.9930833
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 4 CD4 CD4 647677 3836 5308 652013 0.9918712 0.0058489 0.0081288 0.9941511
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-4 run0 2 CD19 CD19 172645 4630 378 1131181 0.9978153 0.0040764 0.0021847 0.9959236
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 3 CD3+ CD3+ 35597 77819 20007 1175208 0.6401878 0.0621048 0.3598122 0.9378952
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 4 CD4 CD4 632688 31156 2175 642612 0.9965741 0.0462414 0.0034259 0.9537586
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 3383 1129940 0.9777928 0.0227909 0.0222072 0.9772091
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 2 CD19 CD19 159278 5580 49 1143724 0.9996925 0.0048551 0.0003075 0.9951449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 cygate num-5 run0 5 CD8 CD8 93331 383 77271 1137646 0.5470686 0.0003365 0.4529314 0.9996635
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 4 CD4 CD4 665848 50259 20552 800298 0.9700583 0.0590895 0.0299417 0.9409105
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 5 CD8 CD8 187301 58564 12055 1279037 0.9395303 0.0437829 0.0604697 0.9562171
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 6 Ungated Ungated 153359 48700 36899 1297999 0.8060581 0.0361625 0.1939419 0.9638375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 189142 12046 12121 1323648 0.9397753 0.0090185 0.0602247 0.9909815
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-1 run0 2 CD19 CD19 164059 7024 10924 1354950 0.9375711 0.0051572 0.0624289 0.9948428
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 6 Ungated Ungated 169421 76911 27259 1197450 0.8614043 0.0603526 0.1385957 0.9396474
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 4 CD4 CD4 570326 37141 37247 826327 0.9386954 0.0430138 0.0613046 0.9569862
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 5 CD8 CD8 167328 38907 30864 1233942 0.8442722 0.0305669 0.1557278 0.9694331
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 3 CD3+ CD3+ 14225 19368 68656 1368792 0.1716316 0.0139523 0.8283684 0.9860477
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-2 run0 2 CD19 CD19 169124 15294 5990 1280633 0.9657937 0.0118016 0.0342063 0.9881984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 4 CD4 CD4 596475 57177 8949 694043 0.9852186 0.0761122 0.0147814 0.9238878
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 2 CD19 CD19 127687 43311 1175 1184471 0.9908817 0.0352758 0.0091183 0.9647242
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 160271 39568 6540 1150265 0.9607940 0.0332551 0.0392060 0.9667449
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 5 CD8 CD8 183879 37613 17673 1117479 0.9123154 0.0325628 0.0876846 0.9674372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-3 run0 3 CD3+ CD3+ 10769 13176 61075 1271624 0.1498942 0.0102553 0.8501058 0.9897447
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 4 CD4 CD4 625292 53073 44671 698875 0.9333232 0.0705807 0.0666768 0.9294193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 6 Ungated Ungated 128864 83156 26673 1183218 0.8285103 0.0656646 0.1714897 0.9343354
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 5 CD8 CD8 174430 55277 6419 1185785 0.9645063 0.0445401 0.0354937 0.9554599
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 2 CD19 CD19 151949 8662 21164 1240136 0.8777446 0.0069363 0.1222554 0.9930637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 138770 910 38263 1243968 0.7838652 0.0007310 0.2161348 0.9992690
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 4 CD4 CD4 652570 92131 8671 655094 0.9868868 0.1232975 0.0131132 0.8767025
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 6 Ungated Ungated 142894 83490 34339 1147743 0.8062494 0.0678101 0.1937506 0.9321899
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 5 CD8 CD8 152608 32816 30047 1192995 0.8354986 0.0267708 0.1645014 0.9732292
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 3 CD3+ CD3+ 3947 7135 69657 1327727 0.0536248 0.0053451 0.9463752 0.9946549
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 dgcytof num-5 run0 1 CD14 monocytes CD14 monocytes 122532 4090 31762 1250082 0.7941462 0.0032611 0.2058538 0.9967389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 5 CD8 CD8 167729 38409 22911 1260485 0.8798206 0.0295705 0.1201794 0.9704295
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 6 Ungated Ungated 173498 31884 11917 1272235 0.9357280 0.0244487 0.0642720 0.9755513
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 4 CD4 CD4 659840 15777 13830 800087 0.9794707 0.0193378 0.0205293 0.9806622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 3 CD3+ CD3+ 20509 25848 50513 1392664 0.2887697 0.0182219 0.7112303 0.9817781
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-1 run0 2 CD19 CD19 169856 4217 3424 1312037 0.9802401 0.0032038 0.0197599 0.9967962
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 4 CD4 CD4 589869 38635 11239 751642 0.9813029 0.0488879 0.0186971 0.9511121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 6 Ungated Ungated 179050 55681 12460 1144194 0.9349381 0.0464057 0.0650619 0.9535943
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 5 CD8 CD8 122419 18114 33424 1217428 0.7855277 0.0146608 0.2144723 0.9853392
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 3 CD3+ CD3+ 13090 19008 51504 1307783 0.2026504 0.0143263 0.7973496 0.9856737
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-2 run0 2 CD19 CD19 165351 4351 6688 1214995 0.9611251 0.0035683 0.0388749 0.9964317
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 4 CD4 CD4 594543 41237 6762 647674 0.9887545 0.0598582 0.0112455 0.9401418
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 6 Ungated Ungated 167467 60892 10791 1051066 0.9394641 0.0547611 0.0605359 0.9452389
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 3 CD3+ CD3+ 13620 30587 46018 1199991 0.2283779 0.0248558 0.7716221 0.9751442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 5 CD8 CD8 114241 12883 47804 1115288 0.7049955 0.0114194 0.2950045 0.9885806
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135385 2603 28413 1123815 0.8265363 0.0023109 0.1734637 0.9976891
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 4 CD4 CD4 651010 105449 11691 600251 0.9823586 0.1494247 0.0176414 0.8505753
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 6 Ungated Ungated 104131 21736 45095 1197439 0.6978074 0.0178284 0.3021926 0.9821716
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 5 CD8 CD8 128502 19861 30849 1189189 0.8064085 0.0164269 0.1935915 0.9835731
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 3 CD3+ CD3+ 19089 20656 34616 1294040 0.3554418 0.0157116 0.6445582 0.9842884
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-4 run0 2 CD19 CD19 158966 4431 11910 1193094 0.9303003 0.0037001 0.0696997 0.9962999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 4 CD4 CD4 648528 133340 6814 556886 0.9896024 0.1931831 0.0103976 0.8068169
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 6 Ungated Ungated 117529 21763 52774 1153502 0.6901170 0.0185175 0.3098830 0.9814825
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 5 CD8 CD8 128937 21938 30195 1164498 0.8102519 0.0184907 0.1897481 0.9815093
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 3 CD3+ CD3+ 13677 13940 42728 1275223 0.2424785 0.0108132 0.7575215 0.9891868
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 lda num-5 run0 2 CD19 CD19 136334 2464 18428 1188342 0.8809268 0.0020692 0.1190732 0.9979308
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 2 CD19 CD19 29267 227600 145716 1134374 0.1672562 0.1671104 0.8327438 0.8328896
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 4 CD4 CD4 115099 142028 571301 708529 0.1676850 0.1669823 0.8323150 0.8330177
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-1 run0 5 CD8 CD8 33234 221707 166122 1115894 0.1667068 0.1657497 0.8332932 0.8342503
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 5 CD8 CD8 33100 212977 165092 1059872 0.1670098 0.1673231 0.8329902 0.8326769
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 3 CD3+ CD3+ 13828 232102 69053 1156058 0.1668416 0.1672012 0.8331584 0.8327988
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 6 Ungated Ungated 32912 212880 163768 1061481 0.1673378 0.1670484 0.8326622 0.8329516
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-2 run0 2 CD19 CD19 28972 215206 146142 1080721 0.1654465 0.1660634 0.8345535 0.8339366
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27683 199126 139128 990707 0.1659543 0.1673563 0.8340457 0.8326437
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 6 Ungated Ungated 30682 196537 151469 977956 0.1684427 0.1673377 0.8315573 0.8326623
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 5 CD8 CD8 33708 192933 167844 962159 0.1672422 0.1670283 0.8327578 0.8329717
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-3 run0 2 CD19 CD19 21589 203466 107273 1024316 0.1675358 0.1657183 0.8324642 0.8342817
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 2 CD19 CD19 29025 208896 144088 1039902 0.1676651 0.1672777 0.8323349 0.8327223
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 3 CD3+ CD3+ 10929 226792 54487 1129703 0.1670692 0.1671897 0.8329308 0.8328103
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 5 CD8 CD8 30263 207437 150586 1033625 0.1673385 0.1671448 0.8326615 0.8328552
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29705 207842 147328 1037036 0.1677936 0.1669577 0.8322064 0.8330423
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 6 Ungated Ungated 29674 205558 147559 1025675 0.1674293 0.1669530 0.8325707 0.8330470
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-5000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 3 CD3+ CD3+ 76420 7084 8277 1445176 0.9022752 0.0048779 0.0977248 0.9951221
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 4 CD4 CD4 684808 3864 1592 846693 0.9976807 0.0045429 0.0023193 0.9954571
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 5 CD8 CD8 193101 5701 6255 1331900 0.9686240 0.0042621 0.0313760 0.9957379
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 200789 1999 474 1333695 0.9976449 0.0014966 0.0023551 0.9985034
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-1 run0 6 Ungated Ungated 186354 1485 3904 1345214 0.9794805 0.0011027 0.0205195 0.9988973
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 5 CD8 CD8 194872 8735 3320 1264114 0.9832486 0.0068626 0.0167514 0.9931374
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 4 CD4 CD4 605456 4344 2117 859124 0.9965156 0.0050309 0.0034844 0.9949691
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 3 CD3+ CD3+ 70743 4006 12138 1384154 0.8535491 0.0028858 0.1464509 0.9971142
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 6 Ungated Ungated 193401 2608 3279 1271753 0.9833282 0.0020465 0.0166718 0.9979535
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 209629 1584 972 1258856 0.9953846 0.0012567 0.0046154 0.9987433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 5 CD8 CD8 197688 5016 3864 1150076 0.9808288 0.0043425 0.0191712 0.9956575
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 4 CD4 CD4 604189 2709 1235 748511 0.9979601 0.0036061 0.0020399 0.9963939
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 3 CD3+ CD3+ 65188 4290 6656 1280510 0.9073548 0.0033390 0.0926452 0.9966610
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 166531 2032 280 1187801 0.9983215 0.0017078 0.0016785 0.9982922
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-3 run0 6 Ungated Ungated 178502 1545 3649 1172948 0.9799672 0.0013155 0.0200328 0.9986845
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 5 CD8 CD8 178920 5898 1929 1235164 0.9893336 0.0047524 0.0106664 0.9952476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 4 CD4 CD4 667806 2596 2157 749352 0.9967804 0.0034524 0.0032196 0.9965476
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 3 CD3+ CD3+ 57953 3497 7463 1352998 0.8859148 0.0025780 0.1140852 0.9974220
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 176611 1753 422 1243125 0.9976163 0.0014082 0.0023837 0.9985918
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-4 run0 6 Ungated Ungated 152010 1350 3527 1265024 0.9773237 0.0010660 0.0226763 0.9989340
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 5 CD8 CD8 179676 6585 2979 1219226 0.9836906 0.0053720 0.0163094 0.9946280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 4 CD4 CD4 659523 3245 1718 743980 0.9974019 0.0043427 0.0025981 0.9956573
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 3 CD3+ CD3+ 64734 4088 8870 1330774 0.8794902 0.0030625 0.1205098 0.9969375
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 6 Ungated Ungated 174677 1641 2556 1229592 0.9855783 0.0013328 0.0144217 0.9986672
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 153636 887 658 1253285 0.9957354 0.0007072 0.0042646 0.9992928
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 4 CD4 CD4 663729 16896 10439 824113 0.9845157 0.0200902 0.0154843 0.9799098
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 3 CD3+ CD3+ 58842 28609 17532 1410194 0.7704454 0.0198839 0.2295546 0.9801161
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 5 CD8 CD8 179623 12821 19119 1303614 0.9037999 0.0097392 0.0962001 0.9902608
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 199581 7688 1682 1306226 0.9916428 0.0058512 0.0083572 0.9941488
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-1 run0 2 CD19 CD19 174892 3333 90 1336862 0.9994857 0.0024870 0.0005143 0.9975130
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 3 CD3+ CD3+ 45402 96002 16210 1201610 0.7369019 0.0739836 0.2630981 0.9260164
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 4 CD4 CD4 557146 18433 1461 782184 0.9973846 0.0230235 0.0026154 0.9769765
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 210352 19634 212 1129026 0.9989932 0.0170930 0.0010068 0.9829070
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 2 CD19 CD19 173498 20134 784 1164808 0.9955015 0.0169915 0.0044985 0.9830085
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-2 run0 5 CD8 CD8 89758 444 95032 1173990 0.4857297 0.0003781 0.5142703 0.9996219
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 4 CD4 CD4 573458 30370 2140 641572 0.9962821 0.0451974 0.0037179 0.9548026
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 3 CD3+ CD3+ 14818 29177 33793 1169752 0.3048281 0.0243359 0.6951719 0.9756641
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 163764 20398 2802 1060576 0.9831778 0.0188700 0.0168222 0.9811300
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 5 CD8 CD8 153697 12293 27593 1053957 0.8477963 0.0115292 0.1522037 0.9884708
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-3 run0 2 CD19 CD19 128273 2535 454 1116278 0.9964732 0.0022658 0.0035268 0.9977342
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 173999 23323 2930 1191790 0.9834397 0.0191941 0.0165603 0.9808059
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 2 CD19 CD19 172945 17642 162 1201293 0.9990642 0.0144733 0.0009358 0.9855267
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 3 CD3+ CD3+ 51857 17738 11125 1311322 0.8233622 0.0133463 0.1766378 0.9866537
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 4 CD4 CD4 659303 7297 8632 716810 0.9870766 0.0100772 0.0129234 0.9899228
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-4 run0 5 CD8 CD8 172805 11828 7687 1199722 0.9574109 0.0097627 0.0425891 0.9902373
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 3 CD3+ CD3+ 35661 83263 19997 1168199 0.6407165 0.0665326 0.3592835 0.9334674
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 4 CD4 CD4 632688 31305 2179 640948 0.9965678 0.0465673 0.0034322 0.9534327
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 148955 26353 3405 1128407 0.9776516 0.0228212 0.0223484 0.9771788
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 2 CD19 CD19 159278 5580 49 1142213 0.9996925 0.0048615 0.0003075 0.9951385
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 cygate num-5 run0 5 CD8 CD8 87018 350 82574 1137178 0.5131020 0.0003077 0.4868980 0.9996923
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 5 CD8 CD8 188198 53759 11158 1283842 0.9440298 0.0401906 0.0559702 0.9598094
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 6 Ungated Ungated 178340 33513 11918 1313186 0.9373587 0.0248853 0.0626413 0.9751147
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 4 CD4 CD4 651238 14958 35162 835599 0.9487733 0.0175861 0.0512267 0.9824139
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 3 CD3+ CD3+ 19822 23467 64875 1428793 0.2340343 0.0161590 0.7659657 0.9838410
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 196860 5212 4403 1330482 0.9781232 0.0039021 0.0218768 0.9960979
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 4 CD4 CD4 598989 45909 8584 817559 0.9858717 0.0531682 0.0141283 0.9468318
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 5 CD8 CD8 188813 51662 9379 1221187 0.9526772 0.0405877 0.0473228 0.9594123
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 6 Ungated Ungated 174322 28274 22358 1246087 0.8863230 0.0221868 0.1136770 0.9778132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 2 CD19 CD19 173642 11522 1472 1284405 0.9915940 0.0088909 0.0084060 0.9911091
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-2 run0 3 CD3+ CD3+ 2243 1997 80638 1386163 0.0270629 0.0014386 0.9729371 0.9985614
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 4 CD4 CD4 601735 33176 3689 718044 0.9939067 0.0441628 0.0060933 0.9558372
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 5 CD8 CD8 195896 43515 5656 1111577 0.9719378 0.0376723 0.0280622 0.9623277
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 1 CD14 monocytes CD14 monocytes 165106 23027 1705 1166806 0.9897789 0.0193531 0.0102211 0.9806469
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 3 CD3+ CD3+ 8720 6398 63124 1278402 0.1213741 0.0049798 0.8786259 0.9950202
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-3 run0 2 CD19 CD19 125304 5915 3558 1221867 0.9723891 0.0048176 0.0276109 0.9951824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 4 CD4 CD4 663619 58967 6344 692981 0.9905308 0.0784190 0.0094692 0.9215810
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 5 CD8 CD8 167220 34907 13629 1206155 0.9246388 0.0281267 0.0753612 0.9718733
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 6 Ungated Ungated 121604 13470 33933 1252904 0.7818333 0.0106367 0.2181667 0.9893633
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 3 CD3+ CD3+ 12613 12528 52803 1343967 0.1928122 0.0092356 0.8071878 0.9907644
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-4 run0 2 CD19 CD19 169240 4411 3873 1244387 0.9776273 0.0035322 0.0223727 0.9964678
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 4 CD4 CD4 656360 67014 4881 680211 0.9926184 0.0896838 0.0073816 0.9103162
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 5 CD8 CD8 178780 52854 3875 1172957 0.9787851 0.0431176 0.0212149 0.9568824
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 6 Ungated Ungated 132370 15458 44863 1215775 0.7468699 0.0125549 0.2531301 0.9874451
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 3 CD3+ CD3+ 5730 4589 67874 1330273 0.0778490 0.0034378 0.9221510 0.9965622
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 dgcytof num-5 run0 2 CD19 CD19 153520 3985 5919 1245042 0.9628761 0.0031905 0.0371239 0.9968095
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 5 CD8 CD8 166885 33085 14940 1262098 0.9178331 0.0255447 0.0821669 0.9744553
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 6 Ungated Ungated 174781 32144 11313 1258770 0.9392081 0.0249002 0.0607919 0.9750998
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 4 CD4 CD4 655354 14851 18090 788713 0.9731381 0.0184814 0.0268619 0.9815186
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 3 CD3+ CD3+ 22410 23199 44404 1386995 0.3354087 0.0164509 0.6645913 0.9835491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-1 run0 2 CD19 CD19 169372 4247 3648 1299741 0.9789157 0.0032569 0.0210843 0.9967431
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 4 CD4 CD4 589661 43925 10976 734533 0.9817261 0.0564257 0.0182739 0.9435743
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 6 Ungated Ungated 178524 48756 12786 1139029 0.9331661 0.0410478 0.0668339 0.9589522
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 5 CD8 CD8 117765 16872 31102 1213356 0.7910753 0.0137145 0.2089247 0.9862855
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 3 CD3+ CD3+ 11039 15699 48841 1303516 0.1843520 0.0119003 0.8156480 0.9880997
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-2 run0 2 CD19 CD19 166267 4018 5717 1203093 0.9667585 0.0033286 0.0332415 0.9966714
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 4 CD4 CD4 593498 34553 5798 636110 0.9903253 0.0515207 0.0096747 0.9484793
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 6 Ungated Ungated 168263 53696 10279 1037721 0.9424281 0.0491984 0.0575719 0.9508016
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 3 CD3+ CD3+ 14148 21287 38494 1196030 0.2687588 0.0174868 0.7312412 0.9825132
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 5 CD8 CD8 117895 11810 32608 1107646 0.7833399 0.0105498 0.2166601 0.9894502
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-3 run0 1 CD14 monocytes CD14 monocytes 135411 2080 28548 1103920 0.8258833 0.0018807 0.1741167 0.9981193
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 4 CD4 CD4 653374 118370 10194 584175 0.9846376 0.1684874 0.0153624 0.8315126
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 6 Ungated Ungated 103629 21533 45267 1195684 0.6959824 0.0176904 0.3040176 0.9823096
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 5 CD8 CD8 120743 19209 37267 1188894 0.7641478 0.0159001 0.2358522 0.9840999
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 3 CD3+ CD3+ 17060 18351 35643 1295059 0.3237007 0.0139720 0.6762993 0.9860280
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-4 run0 2 CD19 CD19 158986 4446 11674 1191007 0.9315950 0.0037191 0.0684050 0.9962809
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 4 CD4 CD4 649158 123690 5639 554467 0.9913882 0.1823914 0.0086118 0.8176086
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 6 Ungated Ungated 119852 23430 48996 1140676 0.7098219 0.0201270 0.2901781 0.9798730
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 5 CD8 CD8 125316 20111 28408 1159119 0.8152013 0.0170543 0.1847987 0.9829457
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 3 CD3+ CD3+ 12767 11255 40444 1268488 0.2399316 0.0087947 0.7600684 0.9912053
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 lda num-5 run0 2 CD19 CD19 138361 2491 15612 1176490 0.8986056 0.0021128 0.1013944 0.9978872
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 4 CD4 CD4 114467 142400 571933 708157 0.1667643 0.1674197 0.8332357 0.8325803
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 1 CD14 monocytes CD14 monocytes 33548 223579 167715 1112115 0.1666874 0.1673879 0.8333126 0.8326121
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 3 CD3+ CD3+ 14152 242755 70545 1209505 0.1670897 0.1671567 0.8329103 0.8328433
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 6 Ungated Ungated 32054 225040 158204 1121659 0.1684765 0.1671049 0.8315235 0.8328951
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-1 run0 2 CD19 CD19 28989 225952 145994 1136022 0.1656675 0.1659004 0.8343325 0.8340996
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 1 CD14 monocytes CD14 monocytes 35057 210873 175544 1049567 0.1664617 0.1673011 0.8335383 0.8326989
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 4 CD4 CD4 101513 144420 506060 719048 0.1670795 0.1672558 0.8329205 0.8327442
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 2 CD19 CD19 29332 216745 145782 1079182 0.1675023 0.1672509 0.8324977 0.8327491
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 5 CD8 CD8 33068 212724 165124 1060125 0.1668483 0.1671243 0.8331517 0.8328757
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-2 run0 3 CD3+ CD3+ 13699 230479 69182 1157681 0.1652852 0.1660320 0.8347148 0.8339680
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 1 CD14 monocytes CD14 monocytes 27841 199378 138970 990455 0.1669015 0.1675681 0.8330985 0.8324319
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 3 CD3+ CD3+ 11913 214890 59931 1069910 0.1658176 0.1672556 0.8341824 0.8327444
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 6 Ungated Ungated 30458 196183 151693 978310 0.1672129 0.1670363 0.8327871 0.8329637
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 4 CD4 CD4 101375 125434 504049 625786 0.1674446 0.1669737 0.8325554 0.8330263
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-3 run0 5 CD8 CD8 33456 191599 168096 963493 0.1659919 0.1658734 0.8340081 0.8341266
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 3 CD3+ CD3+ 11024 226897 54392 1129598 0.1685215 0.1672671 0.8314785 0.8327329
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 2 CD19 CD19 28876 208845 144237 1039953 0.1668043 0.1672368 0.8331957 0.8327632
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 1 CD14 monocytes CD14 monocytes 29514 208186 147519 1036692 0.1667147 0.1672341 0.8332853 0.8327659
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 5 CD8 CD8 30144 207403 150705 1033659 0.1666805 0.1671174 0.8333195 0.8328826
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-4 run0 6 Ungated Ungated 25895 210082 129642 1056292 0.1664877 0.1658925 0.8335123 0.8341075
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 1 CD14 monocytes CD14 monocytes 25638 210088 128656 1044084 0.1661633 0.1675113 0.8338367 0.8324887
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 3 CD3+ CD3+ 12300 223191 61304 1111671 0.1671105 0.1672016 0.8328895 0.8327984
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 4 CD4 CD4 110653 124806 550588 622419 0.1673414 0.1670260 0.8326586 0.8329740
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 5 CD8 CD8 30547 204685 152108 1021126 0.1672388 0.1669792 0.8327612 0.8330208
dataset_name-FR-FCM-Z2KP_healthy_final_seed-420_sub-sampling-50000 random num-5 run0 2 CD19 CD19 26452 207304 132987 1041723 0.1659067 0.1659724 0.8340933 0.8340276
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 3 CD3+ CD3+ 142903 15424 5209 3641314 0.9648307 0.0042180 0.0351693 0.9957820
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 4 CD4 CD4 1495284 7504 1763 2300299 0.9988223 0.0032516 0.0011777 0.9967484
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 6 Ungated Ungated 479364 3958 9625 3311903 0.9803165 0.0011937 0.0196835 0.9988063
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 1 CD14 monocytes CD14 monocytes 913573 2997 1825 2886455 0.9980063 0.0010372 0.0019937 0.9989628
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-1 run0 5 CD8 CD8 330905 2954 14111 3456880 0.9591004 0.0008538 0.0408996 0.9991462
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 5 CD8 CD8 357555 19287 6869 3572726 0.9811511 0.0053694 0.0188489 0.9946306
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 4 CD4 CD4 1669674 11260 11151 2264352 0.9933658 0.0049481 0.0066342 0.9950519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 3 CD3+ CD3+ 159163 16555 25624 3755095 0.8613322 0.0043893 0.1386678 0.9956107
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 1 CD14 monocytes CD14 monocytes 849363 4925 948 3101201 0.9988851 0.0015856 0.0011149 0.9984144
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-2 run0 6 Ungated Ungated 455080 3205 10843 3487309 0.9767279 0.0009182 0.0232721 0.9990818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 5 CD8 CD8 333301 25322 1814 3510724 0.9945869 0.0071611 0.0054131 0.9928389
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 4 CD4 CD4 1564958 5855 4827 2295521 0.9969251 0.0025441 0.0030749 0.9974559
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 6 Ungated Ungated 473657 5872 7440 3384192 0.9845353 0.0017321 0.0154647 0.9982679
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 3 CD3+ CD3+ 149483 4166 27927 3689585 0.8425850 0.0011279 0.1574150 0.9988721
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-3 run0 1 CD14 monocytes CD14 monocytes 899771 2565 1652 2967173 0.9981673 0.0008637 0.0018327 0.9991363
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 4 CD4 CD4 1626731 7116 2451 2271053 0.9984956 0.0031236 0.0015044 0.9968764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 5 CD8 CD8 338958 10409 4796 3553188 0.9860482 0.0029209 0.0139518 0.9970791
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 3 CD3+ CD3+ 156282 5825 13433 3731811 0.9208497 0.0015585 0.0791503 0.9984415
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 1 CD14 monocytes CD14 monocytes 889887 4126 1396 3011942 0.9984337 0.0013680 0.0015663 0.9986320
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-4 run0 6 Ungated Ungated 473704 3804 9844 3419999 0.9796421 0.0011110 0.0203579 0.9988890
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 5 CD8 CD8 347273 11834 6480 3613211 0.9816821 0.0032645 0.0183179 0.9967355
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 4 CD4 CD4 1653997 6063 4219 2314519 0.9974557 0.0026127 0.0025443 0.9973873
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 3 CD3+ CD3+ 167430 8244 15155 3787969 0.9169976 0.0021716 0.0830024 0.9978284
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 6 Ungated Ungated 474094 5299 7825 3491580 0.9837628 0.0015154 0.0162372 0.9984846
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cyanno num-5 run0 1 CD14 monocytes CD14 monocytes 881293 2945 1738 3092822 0.9980318 0.0009513 0.0019682 0.9990487
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 4 CD4 CD4 1458812 38748 27044 2243759 0.9817990 0.0169761 0.0182010 0.9830239
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 3 CD3+ CD3+ 120009 46165 20291 3581898 0.8553742 0.0127244 0.1446258 0.9872756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 1 CD14 monocytes CD14 monocytes 882758 31537 18302 2835766 0.9796884 0.0109988 0.0203116 0.9890012
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 5 CD8 CD8 324968 25817 19184 3398394 0.9442572 0.0075395 0.0557428 0.9924605
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-1 run0 2 CD19 CD19 408901 9111 1353 3348998 0.9967020 0.0027131 0.0032980 0.9972869
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 4 CD4 CD4 1580587 63674 44054 2101008 0.9728839 0.0294149 0.0271161 0.9705851
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 5 CD8 CD8 329437 88804 24100 3346982 0.9318317 0.0258468 0.0681683 0.9741532
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 3 CD3+ CD3+ 29076 59189 124836 3576222 0.1889131 0.0162812 0.8110869 0.9837188
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 1 CD14 monocytes CD14 monocytes 847018 43948 2035 2896322 0.9976032 0.0149469 0.0023968 0.9850531
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-2 run0 2 CD19 CD19 407951 19855 996 3360521 0.9975645 0.0058736 0.0024355 0.9941264
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 5 CD8 CD8 319465 105150 6456 3155241 0.9801915 0.0322507 0.0198085 0.9677493
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 1 CD14 monocytes CD14 monocytes 890475 64988 7477 2623372 0.9916733 0.0241738 0.0083267 0.9758262
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 4 CD4 CD4 1443311 44619 29584 2068798 0.9799144 0.0211123 0.0200856 0.9788877
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 3 CD3+ CD3+ 18952 30795 132445 3404120 0.1251808 0.0089653 0.8748192 0.9910347
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-3 run0 2 CD19 CD19 400468 7569 2895 3175380 0.9928228 0.0023780 0.0071772 0.9976220
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 5 CD8 CD8 319566 69353 9788 3275684 0.9702812 0.0207331 0.0297188 0.9792669
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 1 CD14 monocytes CD14 monocytes 885496 53420 5095 2730380 0.9942791 0.0191896 0.0057209 0.9808104
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 4 CD4 CD4 1590394 32359 9893 2041745 0.9938180 0.0156014 0.0061820 0.9843986
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 3 CD3+ CD3+ 62046 16770 68153 3527422 0.4765474 0.0047317 0.5234526 0.9952683
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-4 run0 2 CD19 CD19 384680 7748 1947 3280016 0.9949641 0.0023566 0.0050359 0.9976434
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 5 CD8 CD8 340704 106866 2170 3244300 0.9936711 0.0318892 0.0063289 0.9681108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 3 CD3+ CD3+ 31329 94298 105664 3462749 0.2286905 0.0265102 0.7713095 0.9734898
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 1 CD14 monocytes CD14 monocytes 877684 52149 2328 2761879 0.9973546 0.0185318 0.0026454 0.9814682
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 4 CD4 CD4 1467363 25510 100122 2101045 0.9361257 0.0119959 0.0638743 0.9880041
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 cygate num-5 run0 2 CD19 CD19 416543 21383 2000 3254114 0.9952215 0.0065282 0.0047785 0.9934718
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 6 Ungated Ungated 431125 90126 57864 3225735 0.8816660 0.0271803 0.1183340 0.9728197
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 4 CD4 CD4 1429738 60460 67309 2247343 0.9550388 0.0261981 0.0449612 0.9738019
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 3 CD3+ CD3+ 100078 92616 48034 3564122 0.6756914 0.0253275 0.3243086 0.9746725
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 1 CD14 monocytes CD14 monocytes 904295 19585 11103 2869867 0.9878708 0.0067781 0.0121292 0.9932219
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-1 run0 5 CD8 CD8 265733 18749 79283 3441085 0.7702049 0.0054190 0.2297951 0.9945810
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 5 CD8 CD8 349795 139498 14629 3452515 0.9598572 0.0388356 0.0401428 0.9611644
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 4 CD4 CD4 1663437 53210 17388 2222402 0.9896551 0.0233827 0.0103449 0.9766173
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 6 Ungated Ungated 454899 71189 11024 3419325 0.9763394 0.0203950 0.0236606 0.9796050
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 2 CD19 CD19 394357 5516 15810 3540754 0.9614547 0.0015554 0.0385453 0.9984446
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-2 run0 1 CD14 monocytes CD14 monocytes 820645 3778 29666 3102348 0.9651116 0.0012163 0.0348884 0.9987837
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 3 CD3+ CD3+ 106477 104583 70933 3589168 0.6001747 0.0283135 0.3998253 0.9716865
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 4 CD4 CD4 1520174 55020 49611 2246356 0.9683963 0.0239074 0.0316037 0.9760926
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 6 Ungated Ungated 439790 47052 41307 3343012 0.9141400 0.0138794 0.0858600 0.9861206
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 5 CD8 CD8 262658 29768 72457 3506278 0.7837847 0.0084184 0.2162153 0.9915816
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-3 run0 2 CD19 CD19 390504 18919 15827 3445911 0.9610490 0.0054603 0.0389510 0.9945397
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 5 CD8 CD8 337471 65850 6283 3497747 0.9817224 0.0184785 0.0182776 0.9815215
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 6 Ungated Ungated 464975 62553 18573 3361250 0.9615902 0.0182700 0.0384098 0.9817300
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 4 CD4 CD4 1568774 11677 60408 2266492 0.9629213 0.0051256 0.0370787 0.9948744
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 3 CD3+ CD3+ 95057 17514 74658 3720122 0.5600978 0.0046858 0.4399022 0.9953142
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-4 run0 1 CD14 monocytes CD14 monocytes 884329 10282 6954 3005786 0.9921978 0.0034091 0.0078022 0.9965909
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 5 CD8 CD8 342728 130101 11025 3494944 0.9688342 0.0358895 0.0311658 0.9641105
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 6 Ungated Ungated 465774 71588 16145 3425291 0.9664985 0.0204720 0.0335015 0.9795280
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 4 CD4 CD4 1639954 42741 18262 2277841 0.9889870 0.0184182 0.0110130 0.9815818
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 3 CD3+ CD3+ 17477 9617 165108 3786596 0.0957198 0.0025333 0.9042802 0.9974667
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 dgcytof num-5 run0 2 CD19 CD19 410825 5759 8469 3553745 0.9798018 0.0016179 0.0201982 0.9983821
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 6 Ungated Ungated 416839 159317 49962 2989145 0.8929694 0.0506015 0.1070306 0.9493985
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 4 CD4 CD4 1479261 88451 9574 2037977 0.9935695 0.0415960 0.0064305 0.9584040
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 3 CD3+ CD3+ 43319 82250 75573 3414121 0.3643559 0.0235244 0.6356441 0.9764756
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 5 CD8 CD8 170991 29907 92843 3321522 0.6481007 0.0089237 0.3518993 0.9910763
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-1 run0 1 CD14 monocytes CD14 monocytes 774381 12828 113631 2714423 0.8720389 0.0047036 0.1279611 0.9952964
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 5 CD8 CD8 319189 112872 32887 3363580 0.9065912 0.0324676 0.0934088 0.9675324
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 4 CD4 CD4 1616569 59347 40617 2111995 0.9754904 0.0273319 0.0245096 0.9726681
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 6 Ungated Ungated 369915 59217 62617 3336779 0.8552315 0.0174373 0.1447685 0.9825627
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 3 CD3+ CD3+ 24021 45782 146520 3612205 0.1408518 0.0125156 0.8591482 0.9874844
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-2 run0 1 CD14 monocytes CD14 monocytes 777930 34123 32763 2983712 0.9595864 0.0113071 0.0404136 0.9886929
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 4 CD4 CD4 1528212 91830 22668 1986818 0.9853838 0.0441778 0.0146162 0.9558222
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 6 Ungated Ungated 354967 77335 87142 3110084 0.8028948 0.0242626 0.1971052 0.9757374
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 5 CD8 CD8 206434 54927 49557 3318610 0.8064112 0.0162817 0.1935888 0.9837183
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 1 CD14 monocytes CD14 monocytes 830054 42573 30970 2725931 0.9640312 0.0153776 0.0359688 0.9846224
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-3 run0 3 CD3+ CD3+ 32289 39654 96322 3461263 0.2510594 0.0113267 0.7489406 0.9886733
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 4 CD4 CD4 1601054 83935 15260 2017981 0.9905588 0.0399326 0.0094412 0.9600674
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 6 Ungated Ungated 397323 125066 61128 3134713 0.8666640 0.0383664 0.1333360 0.9616336
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 5 CD8 CD8 242658 55149 33826 3386597 0.8776566 0.0160236 0.1223434 0.9839764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 1 CD14 monocytes CD14 monocytes 764875 21659 95021 2836675 0.8894971 0.0075775 0.1105029 0.9924225
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-4 run0 3 CD3+ CD3+ 22971 15861 100122 3579276 0.1866150 0.0044118 0.8133850 0.9955882
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 4 CD4 CD4 1621209 137065 22286 2012195 0.9864399 0.0637731 0.0135601 0.9362269
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 5 CD8 CD8 285783 170052 36295 3300625 0.8873099 0.0489968 0.1126901 0.9510032
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 6 Ungated Ungated 343084 128839 108380 3212452 0.7599366 0.0385596 0.2400634 0.9614404
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 3 CD3+ CD3+ 31685 39490 120804 3600776 0.2077855 0.0108481 0.7922145 0.9891519
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 lda num-5 run0 1 CD14 monocytes CD14 monocytes 679837 13478 141276 2958164 0.8279457 0.0045355 0.1720543 0.9954645
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 1 CD14 monocytes CD14 monocytes 152533 484901 762865 2404551 0.1666303 0.1678176 0.8333697 0.8321824
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 2 CD19 CD19 68280 568065 342008 2826497 0.1664197 0.1673456 0.8335803 0.8326544
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 3 CD3+ CD3+ 24840 609950 123272 3046788 0.1677109 0.1668017 0.8322891 0.8331983
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 6 Ungated Ungated 81173 553023 407816 2762838 0.1660017 0.1667811 0.8339983 0.8332189
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-1 run0 5 CD8 CD8 57281 575774 287735 2884060 0.1660242 0.1664167 0.8339758 0.8335833
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 2 CD19 CD19 68884 593729 341283 2952541 0.1679414 0.1674235 0.8320586 0.8325765
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 3 CD3+ CD3+ 30832 630751 153955 3140899 0.1668516 0.1672348 0.8331484 0.8327652
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 6 Ungated Ungated 77439 582878 388484 2907636 0.1662056 0.1669892 0.8337944 0.8330108
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 1 CD14 monocytes CD14 monocytes 141798 517864 708513 2588262 0.1667602 0.1667234 0.8332398 0.8332766
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-2 run0 5 CD8 CD8 60468 597665 303956 2994348 0.1659276 0.1663872 0.8340724 0.8336128
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 2 CD19 CD19 68246 580146 338085 2884684 0.1679567 0.1674385 0.8320433 0.8325615
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 3 CD3+ CD3+ 29638 617726 147772 3076025 0.1670594 0.1672354 0.8329406 0.8327646
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 1 CD14 monocytes CD14 monocytes 150481 495440 750942 2474298 0.1669372 0.1668295 0.8330628 0.8331705
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 5 CD8 CD8 55630 588450 279485 2947596 0.1660027 0.1664147 0.8339973 0.8335853
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-3 run0 4 CD4 CD4 262337 382968 1307448 1918408 0.1671165 0.1664083 0.8328835 0.8335917
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 1 CD14 monocytes CD14 monocytes 148528 505901 742755 2510167 0.1666452 0.1677353 0.8333548 0.8322647
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 5 CD8 CD8 57532 595888 286222 2967709 0.1673639 0.1672153 0.8326361 0.8327847
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 2 CD19 CD19 65335 586596 324534 2930886 0.1675819 0.1667659 0.8324181 0.8332341
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 3 CD3+ CD3+ 28247 623189 141468 3114447 0.1664379 0.1667335 0.8335621 0.8332665
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-4 run0 4 CD4 CD4 271257 378821 1357925 1899348 0.1664989 0.1662831 0.8335011 0.8337169
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 5 CD8 CD8 59588 606809 294165 3018236 0.1684452 0.1673935 0.8315548 0.8326065
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 2 CD19 CD19 69751 595589 349543 2963915 0.1663534 0.1673236 0.8336466 0.8326764
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 4 CD4 CD4 276354 387700 1381862 1932882 0.1666574 0.1670702 0.8333426 0.8329298
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 6 Ungated Ungated 79998 583409 401921 2913470 0.1659989 0.1668371 0.8340011 0.8331629
dataset_name-FR-FCM-Z2KP_virus_final_seed-42 random num-5 run0 3 CD3+ CD3+ 30452 631308 152133 3164905 0.1667826 0.1662994 0.8332174 0.8337006
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630759 13569 3344 16018056 0.9947264 0.0008464 0.0052736 0.9991536
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041746 8703 1745 15613534 0.9983277 0.0005571 0.0016723 0.9994429
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1385011 5826 1816 15273075 0.9986905 0.0003813 0.0013095 0.9996187
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056849 4908 428 15603543 0.9995952 0.0003144 0.0004048 0.9996856
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-1 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 101786 4770 1021 16558151 0.9900688 0.0002880 0.0099312 0.9997120
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1041612 10538 1578 15618053 0.9984873 0.0006743 0.0015127 0.9993257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 630454 8085 3494 16029748 0.9944885 0.0005041 0.0055115 0.9994959
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1386359 7136 911 15277375 0.9993433 0.0004669 0.0006567 0.9995331
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 472856 6285 4696 16187944 0.9901665 0.0003881 0.0098335 0.9996119
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1056943 5649 1133 15608056 0.9989292 0.0003618 0.0010708 0.9996382
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 998802 3109 615 15025860 0.9993846 0.0002069 0.0006154 0.9997931
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 608209 1048 231 15418898 0.9996203 0.0000680 0.0003797 0.9999320
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333133 783 249 14694221 0.9998133 0.0000533 0.0001867 0.9999467
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 98530 823 78 15928955 0.9992090 0.0000517 0.0007910 0.9999483
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 457566 793 1716 15568311 0.9962637 0.0000509 0.0037363 0.9999491
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1012057 4268 850 15146781 0.9991608 0.0002817 0.0008392 0.9997183
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461188 1310 682 15700776 0.9985234 0.0000834 0.0014766 0.9999166
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614619 1155 240 15547942 0.9996097 0.0000743 0.0003903 0.9999257
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1344324 905 281 14818446 0.9997910 0.0000611 0.0002090 0.9999389
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464602 852 345 15698157 0.9992580 0.0000543 0.0007420 0.9999457
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1006613 3710 507 15103550 0.9994966 0.0002456 0.0005034 0.9997544
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 461316 908 719 15651437 0.9984438 0.0000580 0.0015562 0.9999420
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 464431 848 208 15648893 0.9995523 0.0000542 0.0004477 0.9999458
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 611475 602 182 15502121 0.9997024 0.0000388 0.0002976 0.9999612
dataset_name-FR-FCM-Z3YR_seed-42 cyanno num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 440548 452 139 15673241 0.9996846 0.0000288 0.0003154 0.9999712
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 993502 74542 41625 15100178 0.9597875 0.0049122 0.0402125 0.9950878
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1350976 57882 24047 14776942 0.9825116 0.0039018 0.0174884 0.9960982
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 77 51290 620 16157860 0.1104735 0.0031643 0.8895265 0.9968357
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 16570 44841 12128 16136308 0.5773922 0.0027712 0.4226078 0.9972288
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-1 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 34609 37257 3631 16134350 0.9050471 0.0023039 0.0949529 0.9976961
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1348024 52887 28371 14858581 0.9793875 0.0035467 0.0206125 0.9964533
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 22184 36447 26517 16202715 0.4555143 0.0022444 0.5444857 0.9977556
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 419584 32104 6320 15829855 0.9851610 0.0020240 0.0148390 0.9979760
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 625212 30266 5380 15627005 0.9914683 0.0019330 0.0085317 0.9980670
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-2 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 243 30907 701 16256012 0.2574153 0.0018977 0.7425847 0.9981023
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1286848 39954 16528 14331299 0.9873191 0.0027801 0.0126809 0.9972199
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 37909 32981 6791 15596948 0.8480761 0.0021101 0.1519239 0.9978899
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 18 /PBMC/T cells/NKT cells /PBMC/T cells/NKT cells 276 29758 654 15643941 0.2967742 0.0018986 0.7032258 0.9981014
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 589732 20395 4086 15060416 0.9931191 0.0013524 0.0068809 0.9986476
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 952591 18017 35284 14668737 0.9642829 0.0012268 0.0357171 0.9987732
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 948011 59714 26994 14699773 0.9723140 0.0040458 0.0276860 0.9959542
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1305228 47802 22521 14358941 0.9830382 0.0033180 0.0169618 0.9966820
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 596247 20742 4847 15112656 0.9919364 0.0013706 0.0080636 0.9986294
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17004 21403 10697 15685388 0.6138407 0.0013627 0.3861593 0.9986373
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 17777 20167 25979 15670569 0.4062757 0.0012853 0.5937243 0.9987147
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 33385 129892 14370 15359150 0.6990891 0.0083861 0.3009109 0.9916139
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1291733 45400 11052 14188612 0.9915166 0.0031895 0.0084834 0.9968105
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402996 38503 13881 15081417 0.9667024 0.0025465 0.0332976 0.9974535
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 17697 38730 1347 15479023 0.9292691 0.0024959 0.0707309 0.9975041
dataset_name-FR-FCM-Z3YR_seed-42 cygate num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 778615 27744 132077 14598361 0.8549707 0.0018969 0.1450293 0.9981031
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1375713 30031 11114 15248870 0.9919860 0.0019655 0.0080140 0.9980345
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1037286 26710 6205 15595527 0.9940536 0.0017097 0.0059464 0.9982903
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 1 /Granulocytes /Granulocytes 10039789 7923 5591 6612425 0.9994434 0.0011968 0.0005566 0.9988032
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 3 /PBMC/B cells/B cells NSM /PBMC/B cells/B cells NSM 49764 19583 1458 16594923 0.9715357 0.0011787 0.0284643 0.9988213
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 627071 17168 7032 16014457 0.9889103 0.0010709 0.0110897 0.9989291
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1035390 43754 7800 15584837 0.9925229 0.0027996 0.0074771 0.9972004
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1378458 40927 8812 15243584 0.9936480 0.0026777 0.0063520 0.9973223
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 449693 26660 7048 16188380 0.9845689 0.0016442 0.0154311 0.9983558
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 1 /Granulocytes /Granulocytes 10040097 8538 9033 6614113 0.9991011 0.0012892 0.0008989 0.9987108
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 468821 17454 8731 16176775 0.9817172 0.0010778 0.0182828 0.9989222
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1007641 17222 8146 14995377 0.9919806 0.0011472 0.0080194 0.9988528
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 454364 15884 4918 15553220 0.9892920 0.0010202 0.0107080 0.9989798
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 996635 14720 2782 15014249 0.9972164 0.0009794 0.0027836 0.9990206
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 1 /Granulocytes /Granulocytes 9663984 5652 3242 6355508 0.9996646 0.0008885 0.0003354 0.9991115
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1317389 7183 15993 14687821 0.9880057 0.0004888 0.0119943 0.9995112
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 25 /PBMC/T cells/T cells CD8/T cells CM /PBMC/T cells/T cells CD8/T cells CM 461696 23515 3251 15675494 0.9930078 0.0014979 0.0069922 0.9985021
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 1 /Granulocytes /Granulocytes 9745332 7586 2836 6408202 0.9997091 0.0011824 0.0002909 0.9988176
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 45100 12665 2927 16103264 0.9390551 0.0007859 0.0609449 0.9992141
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1333065 9593 11540 14809758 0.9914176 0.0006473 0.0085824 0.9993527
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1010405 9395 12392 15131764 0.9878842 0.0006205 0.0121158 0.9993795
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 1005462 29473 1658 15077787 0.9983537 0.0019509 0.0016463 0.9980491
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 1332414 16361 7321 14758284 0.9945355 0.0011074 0.0054645 0.9988926
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 27631 17141 528 16069080 0.9812493 0.0010656 0.0187507 0.9989344
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 456330 13726 5705 15638619 0.9876525 0.0008769 0.0123475 0.9991231
dataset_name-FR-FCM-Z3YR_seed-42 dgcytof num-5 run0 1 /Granulocytes /Granulocytes 9712653 5283 2761 6393683 0.9997158 0.0008256 0.0002842 0.9991744
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 930663 89941 67985 15373663 0.9319230 0.0058163 0.0680770 0.9941837
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 424758 77033 23754 15936707 0.9470382 0.0048104 0.0529618 0.9951896
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 992637 51593 40419 15377603 0.9608743 0.0033439 0.0391257 0.9966561
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 85311 50181 8205 16318555 0.9122610 0.0030657 0.0877390 0.9969343
dataset_name-FR-FCM-Z3YR_seed-42 lda num-1 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 614243 44406 18579 15785024 0.9706410 0.0028053 0.0293590 0.9971947
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 967396 82707 58565 15415673 0.9429169 0.0053365 0.0570831 0.9946635
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 1003277 53688 34802 15432574 0.9664746 0.0034668 0.0335254 0.9965332
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 12038 52469 36571 16423263 0.2476496 0.0031846 0.7523504 0.9968154
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 458761 31778 15803 16017999 0.9667000 0.0019800 0.0333000 0.9980200
dataset_name-FR-FCM-Z3YR_seed-42 lda num-2 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 146242 23864 178 16354057 0.9987843 0.0014571 0.0012157 0.9985429
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 945427 56914 33557 14836652 0.9657226 0.0038214 0.0342774 0.9961786
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 956302 55352 38354 14822542 0.9614399 0.0037204 0.0385601 0.9962796
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 443189 36903 13699 15378759 0.9700167 0.0023939 0.0299833 0.9976061
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 402475 30059 28016 15412000 0.9349208 0.0019466 0.0650792 0.9980534
dataset_name-FR-FCM-Z3YR_seed-42 lda num-3 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 140629 25418 172 15706331 0.9987784 0.0016157 0.0012216 0.9983843
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 922495 57807 49056 14952875 0.9495075 0.0038511 0.0504925 0.9961489
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969377 55512 33911 14923433 0.9662001 0.0037060 0.0337999 0.9962940
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 407755 41035 25896 15507547 0.9402838 0.0026391 0.0597162 0.9973609
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 13 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes non-class 80641 35403 9643 15856546 0.8931926 0.0022277 0.1068074 0.9977723
dataset_name-FR-FCM-Z3YR_seed-42 lda num-4 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 445766 30001 13517 15492949 0.9705693 0.0019327 0.0294307 0.9980673
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 944162 67369 42125 14903229 0.9572893 0.0045001 0.0427107 0.9954999
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 969419 48371 33617 14905478 0.9664848 0.0032347 0.0335152 0.9967653
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 15702 33056 28356 15879771 0.3563938 0.0020773 0.6436062 0.9979227
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 442914 30952 15925 15467094 0.9652928 0.0019972 0.0347072 0.9980028
dataset_name-FR-FCM-Z3YR_seed-42 lda num-5 run0 17 /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils /PBMC/CD3-CD19-/CD7low cells/CD11c low HLADR low/Basophils 141433 23201 184 15792067 0.9987007 0.0014670 0.0012993 0.9985330
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 37216 562997 1006275 15059240 0.0356649 0.0360382 0.9643351 0.9639618
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 38174 561510 1019103 15046941 0.0361060 0.0359747 0.9638940 0.9640253
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 848 598444 23589 16042847 0.0347015 0.0359614 0.9652985 0.9640386
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 6 /PBMC/B cells/B cells SWME/B cells PB /PBMC/B cells/B cells SWME/B cells PB 253 598722 7306 16059447 0.0334700 0.0359416 0.9665300 0.9640584
dataset_name-FR-FCM-Z3YR_seed-42 random num-1 run0 24 /PBMC/T cells/T cells CD4lowCD8low /PBMC/T cells/T cells CD4lowCD8low 17155 581640 459914 15607019 0.0359592 0.0359289 0.9640408 0.9640711
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 11 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14hi 36044 543840 1007146 15084751 0.0345517 0.0347978 0.9654483 0.9652022
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 2 /PBMC/B cells/B cells DN /PBMC/B cells/B cells DN 1917 577796 51730 16040338 0.0357336 0.0347690 0.9642664 0.9652310
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 22 /PBMC/T cells/T cells CD4/T cells TEMRA /PBMC/T cells/T cells CD4/T cells TEMRA 176 578879 5092 16087634 0.0334093 0.0347331 0.9665907 0.9652669
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3630 575314 99192 15993645 0.0353037 0.0347224 0.9646963 0.9652776
dataset_name-FR-FCM-Z3YR_seed-42 random num-2 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21901 556308 612047 15481525 0.0345470 0.0346872 0.9654530 0.9653128
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46461 511012 1286921 14183992 0.0348445 0.0347745 0.9651555 0.9652255
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 27 /PBMC/T cells/T cells CD8/T cells Naive /PBMC/T cells/T cells CD8/T cells Naive 15322 541938 423923 15047203 0.0348826 0.0347638 0.9651174 0.9652362
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 7 /PBMC/B cells/B cells SWME/B cells PC /PBMC/B cells/B cells SWME/B cells PC 301 556328 8331 15463426 0.0348703 0.0347276 0.9651297 0.9652724
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 804 555786 22890 15448906 0.0339326 0.0347264 0.9660674 0.9652736
dataset_name-FR-FCM-Z3YR_seed-42 random num-3 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21142 535130 587298 14884816 0.0347479 0.0347038 0.9652521 0.9652962
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21083 540861 593776 15008236 0.0342892 0.0347841 0.9657108 0.9652159
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35820 526347 986977 14614812 0.0350216 0.0347627 0.9649784 0.9652373
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 12 /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid /PBMC/CD3-CD19-/CD7low cells/CD11c hi HLADR hi/Monocytes CD14mid 1700 559754 46327 15556175 0.0353968 0.0347330 0.9646032 0.9652670
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3527 557740 96216 15506473 0.0353609 0.0347194 0.9646391 0.9652806
dataset_name-FR-FCM-Z3YR_seed-42 random num-4 run0 21 /PBMC/T cells/T cells CD4/T cells Naive /PBMC/T cells/T cells CD4/T cells Naive 46816 514191 1297789 14305160 0.0348177 0.0346973 0.9651823 0.9653027
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 19 /PBMC/T cells/T cells CD4/T cells CM /PBMC/T cells/T cells CD4/T cells CM 35533 524870 988569 14565408 0.0346967 0.0347820 0.9653033 0.9652180
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 5 /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi /PBMC/B cells/B cells SWME/B cells CD27hi CD20hi 3451 556958 95804 15458167 0.0347690 0.0347770 0.9652310 0.9652230
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 9 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 hi 814 558910 22335 15532321 0.0351635 0.0347338 0.9648365 0.9652662
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 28 /PBMC/T cells/T cells CD8/T cells TEMRA /PBMC/T cells/T cells CD8/T cells TEMRA 1049 558460 27110 15527761 0.0372527 0.0347167 0.9627473 0.9652833
dataset_name-FR-FCM-Z3YR_seed-42 random num-5 run0 10 /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid /PBMC/CD3-CD19-/CD7hi cells/NK cells CD56 mid 21246 538158 590411 14964565 0.0347352 0.0347138 0.9652648 0.9652862
dataset_name-Levine_seed-42 cyanno num-1 run0 15 ungated ungated 106036 59885 12852 12578 0.8918983 0.8264218 0.1081017 0.1735782
dataset_name-Levine_seed-42 cyanno num-1 run0 7 CD4_T_cells CD4_T_cells 3856 3937 14275 169283 0.2126744 0.0227283 0.7873256 0.9772717
dataset_name-Levine_seed-42 cyanno num-1 run0 9 Mature_B_cells Mature_B_cells 3701 3829 8619 175202 0.3004058 0.0213874 0.6995942 0.9786126
dataset_name-Levine_seed-42 cyanno num-1 run0 8 CD8_T_cells CD8_T_cells 3456 3494 9749 174652 0.2617190 0.0196131 0.7382810 0.9803869
dataset_name-Levine_seed-42 cyanno num-1 run0 10 Monocytes Monocytes 1193 1205 14918 174035 0.0740488 0.0068763 0.9259512 0.9931237
dataset_name-Levine_seed-42 cyanno num-2 run0 15 ungated ungated 31286 20491 11269 11230 0.7351898 0.6459759 0.2648102 0.3540241
dataset_name-Levine_seed-42 cyanno num-2 run0 7 CD4_T_cells CD4_T_cells 3781 3787 4454 62254 0.4591378 0.0573432 0.5408622 0.9426568
dataset_name-Levine_seed-42 cyanno num-2 run0 8 CD8_T_cells CD8_T_cells 1977 1982 4926 65391 0.2863972 0.0294183 0.7136028 0.9705817
dataset_name-Levine_seed-42 cyanno num-2 run0 9 Mature_B_cells Mature_B_cells 1976 1982 2224 68094 0.4704762 0.0282836 0.5295238 0.9717164
dataset_name-Levine_seed-42 cyanno num-2 run0 10 Monocytes Monocytes 1851 1859 3137 67429 0.3710906 0.0268300 0.6289094 0.9731700
dataset_name-Levine_seed-42 cygate num-1 run0 7 CD4_T_cells CD4_T_cells 17771 28541 322 135379 0.9822031 0.1741154 0.0177969 0.8258846
dataset_name-Levine_seed-42 cygate num-1 run0 10 Monocytes Monocytes 16082 22548 6 143377 0.9996271 0.1358927 0.0003729 0.8641073
dataset_name-Levine_seed-42 cygate num-1 run0 8 CD8_T_cells CD8_T_cells 13161 19451 35 149366 0.9973477 0.1152194 0.0026523 0.8847806
dataset_name-Levine_seed-42 cygate num-1 run0 9 Mature_B_cells Mature_B_cells 11607 15049 409 154948 0.9659621 0.0885251 0.0340379 0.9114749
dataset_name-Levine_seed-42 cygate num-1 run0 12 Pre_B_cells Pre_B_cells 3266 5850 54 172843 0.9837349 0.0327377 0.0162651 0.9672623
dataset_name-Levine_seed-42 cygate num-2 run0 7 CD4_T_cells CD4_T_cells 8219 9763 16 54902 0.9980571 0.1509781 0.0019429 0.8490219
dataset_name-Levine_seed-42 cygate num-2 run0 10 Monocytes Monocytes 4955 8186 33 59726 0.9933841 0.1205383 0.0066159 0.8794617
dataset_name-Levine_seed-42 cygate num-2 run0 8 CD8_T_cells CD8_T_cells 6880 7905 23 58092 0.9966681 0.1197782 0.0033319 0.8802218
dataset_name-Levine_seed-42 cygate num-2 run0 9 Mature_B_cells Mature_B_cells 4192 4720 8 63980 0.9980952 0.0687045 0.0019048 0.9312955
dataset_name-Levine_seed-42 cygate num-2 run0 12 Pre_B_cells Pre_B_cells 2767 3353 4 66776 0.9985565 0.0478119 0.0014435 0.9521881
dataset_name-Levine_seed-42 dgcytof num-1 run0 15 ungated ungated 112052 67012 6836 5451 0.9425005 0.9247754 0.0574995 0.0752246
dataset_name-Levine_seed-42 dgcytof num-1 run0 9 Mature_B_cells Mature_B_cells 1869 1986 10451 177045 0.1517045 0.0110931 0.8482955 0.9889069
dataset_name-Levine_seed-42 dgcytof num-1 run0 2 CD16+_NK_cells CD16+_NK_cells 1349 1912 429 187661 0.7587177 0.0100858 0.2412823 0.9899142
dataset_name-Levine_seed-42 dgcytof num-1 run0 3 CD16-_NK_cells CD16-_NK_cells 957 1231 1645 187518 0.3677940 0.0065219 0.6322060 0.9934781
dataset_name-Levine_seed-42 dgcytof num-1 run0 10 Monocytes Monocytes 385 766 15726 174474 0.0238967 0.0043711 0.9761033 0.9956289
dataset_name-Levine_seed-42 dgcytof num-2 run0 15 ungated ungated 37053 26313 5502 5408 0.8707085 0.8295136 0.1292915 0.1704864
dataset_name-Levine_seed-42 dgcytof num-2 run0 10 Monocytes Monocytes 2525 2554 2463 66734 0.5062149 0.0368606 0.4937851 0.9631394
dataset_name-Levine_seed-42 dgcytof num-2 run0 8 CD8_T_cells CD8_T_cells 1847 1853 5056 65520 0.2675648 0.0275036 0.7324352 0.9724964
dataset_name-Levine_seed-42 dgcytof num-2 run0 3 CD16-_NK_cells CD16-_NK_cells 657 679 646 72294 0.5042210 0.0093048 0.4957790 0.9906952
dataset_name-Levine_seed-42 dgcytof num-2 run0 13 Pro_B_cells Pro_B_cells 120 144 190 73822 0.3870968 0.0019468 0.6129032 0.9980532
dataset_name-Levine_seed-42 lda num-1 run0 15 ungated ungated 55519 28260 39601 27552 0.5836733 0.5063427 0.4163267 0.4936573
dataset_name-Levine_seed-42 lda num-1 run0 9 Mature_B_cells Mature_B_cells 7456 10301 2494 130681 0.7493467 0.0730661 0.2506533 0.9269339
dataset_name-Levine_seed-42 lda num-1 run0 10 Monocytes Monocytes 6818 9716 6108 128290 0.5274640 0.0704027 0.4725360 0.9295973
dataset_name-Levine_seed-42 lda num-1 run0 8 CD8_T_cells CD8_T_cells 3959 5492 5766 135715 0.4070951 0.0388933 0.5929049 0.9611067
dataset_name-Levine_seed-42 lda num-1 run0 7 CD4_T_cells CD4_T_cells 2408 3414 9805 135305 0.1971670 0.0246109 0.8028330 0.9753891
dataset_name-Levine_seed-42 lda num-2 run0 15 ungated ungated 11422 6320 19501 15905 0.3693691 0.2843645 0.6306309 0.7156355
dataset_name-Levine_seed-42 lda num-2 run0 10 Monocytes Monocytes 3438 5344 653 43713 0.8403813 0.1089345 0.1596187 0.8910655
dataset_name-Levine_seed-42 lda num-2 run0 8 CD8_T_cells CD8_T_cells 2953 3170 1663 45362 0.6397314 0.0653177 0.3602686 0.9346823
dataset_name-Levine_seed-42 lda num-2 run0 7 CD4_T_cells CD4_T_cells 2510 2781 1561 46296 0.6165561 0.0566661 0.3834439 0.9433339
dataset_name-Levine_seed-42 lda num-2 run0 12 Pre_B_cells Pre_B_cells 2111 2459 320 48258 0.8683669 0.0484847 0.1316331 0.9515153
dataset_name-Levine_seed-42 random num-1 run0 11 Plasma_B_cells Plasma_B_cells 14 12936 229 178172 0.0576132 0.0676895 0.9423868 0.9323105
dataset_name-Levine_seed-42 random num-1 run0 7 CD4_T_cells CD4_T_cells 1211 11715 16920 161505 0.0667917 0.0676308 0.9332083 0.9323692
dataset_name-Levine_seed-42 random num-1 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 9 12864 173 178305 0.0494505 0.0672912 0.9505495 0.9327088
dataset_name-Levine_seed-42 random num-1 run0 15 ungated ungated 7960 4876 110928 67587 0.0669538 0.0672895 0.9330462 0.9327105
dataset_name-Levine_seed-42 random num-1 run0 6 CD34+CD38lo_HSCs CD34+CD38lo_HSCs 48 12758 618 177927 0.0720721 0.0669062 0.9279279 0.9330938
dataset_name-Levine_seed-42 random num-2 run0 15 ungated ungated 2813 2184 39742 29537 0.0661027 0.0688503 0.9338973 0.9311497
dataset_name-Levine_seed-42 random num-2 run0 11 Plasma_B_cells Plasma_B_cells 2 5089 85 69100 0.0229885 0.0685951 0.9770115 0.9314049
dataset_name-Levine_seed-42 random num-2 run0 12 Pre_B_cells Pre_B_cells 184 4849 2599 66644 0.0661157 0.0678248 0.9338843 0.9321752
dataset_name-Levine_seed-42 random num-2 run0 4 CD34+CD38+CD123+_HSPCs CD34+CD38+CD123+_HSPCs 6 5018 116 69136 0.0491803 0.0676700 0.9508197 0.9323300
dataset_name-Levine_seed-42 random num-2 run0 9 Mature_B_cells Mature_B_cells 267 4729 3933 65347 0.0635714 0.0674839 0.9364286 0.9325161
dataset_name-Samusik_seed-42 cyanno num-1 run0 25 ungated ungated 268968 32668 24294 429973 0.9171594 0.0706120 0.0828406 0.9293880
dataset_name-Samusik_seed-42 cyanno num-1 run0 7 Classical Monocytes Classical Monocytes 87314 5540 3261 659788 0.9639967 0.0083267 0.0360033 0.9916733
dataset_name-Samusik_seed-42 cyanno num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 73112 5230 2583 674978 0.9658762 0.0076888 0.0341238 0.9923112
dataset_name-Samusik_seed-42 cyanno num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41399 3289 2231 708984 0.9488655 0.0046176 0.0511345 0.9953824
dataset_name-Samusik_seed-42 cyanno num-1 run0 8 Eosinophils Eosinophils 45991 2873 1258 705781 0.9733751 0.0040542 0.0266249 0.9959458
dataset_name-Samusik_seed-42 cyanno num-2 run0 25 ungated ungated 273832 31633 23839 431627 0.9199149 0.0682835 0.0800851 0.9317165
dataset_name-Samusik_seed-42 cyanno num-2 run0 7 Classical Monocytes Classical Monocytes 87955 6571 1771 664634 0.9802621 0.0097899 0.0197379 0.9902101
dataset_name-Samusik_seed-42 cyanno num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70167 4193 5204 681367 0.9309549 0.0061162 0.0690451 0.9938838
dataset_name-Samusik_seed-42 cyanno num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43073 3315 1574 712969 0.9647457 0.0046281 0.0352543 0.9953719
dataset_name-Samusik_seed-42 cyanno num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 104108 2388 1329 653106 0.9873953 0.0036431 0.0126047 0.9963569
dataset_name-Samusik_seed-42 cyanno num-3 run0 25 ungated ungated 273595 31040 23955 428498 0.9194925 0.0675461 0.0805075 0.9324539
dataset_name-Samusik_seed-42 cyanno num-3 run0 7 Classical Monocytes Classical Monocytes 85667 5637 1927 663857 0.9780008 0.0084198 0.0219992 0.9915802
dataset_name-Samusik_seed-42 cyanno num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71060 4741 2695 678592 0.9634601 0.0069381 0.0365399 0.9930619
dataset_name-Samusik_seed-42 cyanno num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42717 3167 2704 708500 0.9404681 0.0044501 0.0595319 0.9955499
dataset_name-Samusik_seed-42 cyanno num-3 run0 8 Eosinophils Eosinophils 46950 2680 1895 705563 0.9612038 0.0037840 0.0387962 0.9962160
dataset_name-Samusik_seed-42 cyanno num-4 run0 25 ungated ungated 272525 31926 23681 430006 0.9200523 0.0691141 0.0799477 0.9308859
dataset_name-Samusik_seed-42 cyanno num-4 run0 7 Classical Monocytes Classical Monocytes 86302 5610 1902 664324 0.9784364 0.0083740 0.0215636 0.9916260
dataset_name-Samusik_seed-42 cyanno num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 70593 4499 4856 678190 0.9356386 0.0065901 0.0643614 0.9934099
dataset_name-Samusik_seed-42 cyanno num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41784 3292 2216 710846 0.9496364 0.0046098 0.0503636 0.9953902
dataset_name-Samusik_seed-42 cyanno num-4 run0 8 Eosinophils Eosinophils 46653 2558 1931 706996 0.9602544 0.0036051 0.0397456 0.9963949
dataset_name-Samusik_seed-42 cyanno num-5 run0 25 ungated ungated 272809 34402 23006 434145 0.9222284 0.0734227 0.0777716 0.9265773
dataset_name-Samusik_seed-42 cyanno num-5 run0 7 Classical Monocytes Classical Monocytes 86727 5117 2537 669981 0.9715787 0.0075796 0.0284213 0.9924204
dataset_name-Samusik_seed-42 cyanno num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 70952 4766 3278 685366 0.9558400 0.0069059 0.0441600 0.9930941
dataset_name-Samusik_seed-42 cyanno num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43202 3179 2667 715314 0.9418562 0.0044245 0.0581438 0.9955755
dataset_name-Samusik_seed-42 cyanno num-5 run0 8 Eosinophils Eosinophils 47177 2774 1514 712897 0.9689060 0.0038761 0.0310940 0.9961239
dataset_name-Samusik_seed-42 cygate num-1 run0 7 Classical Monocytes Classical Monocytes 88710 44487 756 599862 0.9915499 0.0690418 0.0084501 0.9309582
dataset_name-Samusik_seed-42 cygate num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 74090 32277 218 627230 0.9970663 0.0489411 0.0029337 0.9510589
dataset_name-Samusik_seed-42 cygate num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18234 27449 183 687949 0.9900635 0.0383689 0.0099365 0.9616311
dataset_name-Samusik_seed-42 cygate num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43349 21183 280 669003 0.9935823 0.0306917 0.0064177 0.9693083
dataset_name-Samusik_seed-42 cygate num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102546 16150 0 615119 1.0000000 0.0255834 0.0000000 0.9744166
dataset_name-Samusik_seed-42 cygate num-2 run0 7 Classical Monocytes Classical Monocytes 85240 31712 677 588598 0.9921203 0.0511228 0.0078797 0.9488772
dataset_name-Samusik_seed-42 cygate num-2 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19025 33180 123 653899 0.9935764 0.0482914 0.0064236 0.9517086
dataset_name-Samusik_seed-42 cygate num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 44500 23342 127 638258 0.9971542 0.0352811 0.0028458 0.9647189
dataset_name-Samusik_seed-42 cygate num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 67561 21336 395 616935 0.9941874 0.0334278 0.0058126 0.9665722
dataset_name-Samusik_seed-42 cygate num-2 run0 8 Eosinophils Eosinophils 42088 8944 3507 651688 0.9230837 0.0135386 0.0769163 0.9864614
dataset_name-Samusik_seed-42 cygate num-3 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 19290 40092 240 673528 0.9877112 0.0561812 0.0122888 0.9438188
dataset_name-Samusik_seed-42 cygate num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 71320 33497 523 627810 0.9927202 0.0506527 0.0072798 0.9493473
dataset_name-Samusik_seed-42 cygate num-3 run0 7 Classical Monocytes Classical Monocytes 85485 31457 437 615771 0.9949140 0.0486027 0.0050860 0.9513973
dataset_name-Samusik_seed-42 cygate num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45156 23100 265 664629 0.9941657 0.0335888 0.0058343 0.9664112
dataset_name-Samusik_seed-42 cygate num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 99919 15100 23 618108 0.9997699 0.0238468 0.0002301 0.9761532
dataset_name-Samusik_seed-42 cygate num-4 run0 7 Classical Monocytes Classical Monocytes 85607 34887 474 600601 0.9944936 0.0548980 0.0055064 0.9451020
dataset_name-Samusik_seed-42 cygate num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18584 34845 164 667976 0.9912524 0.0495788 0.0087476 0.9504212
dataset_name-Samusik_seed-42 cygate num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 43751 22757 249 654812 0.9943409 0.0335862 0.0056591 0.9664138
dataset_name-Samusik_seed-42 cygate num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 67807 21110 303 632349 0.9955513 0.0323050 0.0044487 0.9676950
dataset_name-Samusik_seed-42 cygate num-4 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102700 15805 7 603057 0.9999318 0.0255388 0.0000682 0.9744612
dataset_name-Samusik_seed-42 cygate num-5 run0 7 Classical Monocytes Classical Monocytes 87576 36510 362 613814 0.9958835 0.0561412 0.0041165 0.9438588
dataset_name-Samusik_seed-42 cygate num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 18677 35664 193 683728 0.9897721 0.0495752 0.0102279 0.9504248
dataset_name-Samusik_seed-42 cygate num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 71328 27809 153 638972 0.9978596 0.0417063 0.0021404 0.9582937
dataset_name-Samusik_seed-42 cygate num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 45750 25361 119 667032 0.9974057 0.0366280 0.0025943 0.9633720
dataset_name-Samusik_seed-42 cygate num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 106062 17413 0 614787 1.0000000 0.0275435 0.0000000 0.9724565
dataset_name-Samusik_seed-42 dgcytof num-1 run0 25 ungated ungated 245780 30480 47482 432161 0.8380902 0.0658826 0.1619098 0.9341174
dataset_name-Samusik_seed-42 dgcytof num-1 run0 7 Classical Monocytes Classical Monocytes 86430 8463 4145 656865 0.9542368 0.0127200 0.0457632 0.9872800
dataset_name-Samusik_seed-42 dgcytof num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 72180 7306 3515 672902 0.9535636 0.0107408 0.0464364 0.9892592
dataset_name-Samusik_seed-42 dgcytof num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 101992 6817 580 646514 0.9943454 0.0104342 0.0056546 0.9895658
dataset_name-Samusik_seed-42 dgcytof num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 40432 5015 3198 707258 0.9267018 0.0070408 0.0732982 0.9929592
dataset_name-Samusik_seed-42 dgcytof num-2 run0 25 ungated ungated 241837 31072 55834 432188 0.8124305 0.0670725 0.1875695 0.9329275
dataset_name-Samusik_seed-42 dgcytof num-2 run0 7 Classical Monocytes Classical Monocytes 88118 13429 1608 657776 0.9820788 0.0200073 0.0179212 0.9799927
dataset_name-Samusik_seed-42 dgcytof num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 40842 7642 3805 708642 0.9147759 0.0106690 0.0852241 0.9893310
dataset_name-Samusik_seed-42 dgcytof num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 102875 6385 2562 649109 0.9757011 0.0097407 0.0242989 0.9902593
dataset_name-Samusik_seed-42 dgcytof num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 70139 6550 5232 679010 0.9305834 0.0095542 0.0694166 0.9904458
dataset_name-Samusik_seed-42 dgcytof num-3 run0 25 ungated ungated 249964 27611 47586 431927 0.8400739 0.0600843 0.1599261 0.9399157
dataset_name-Samusik_seed-42 dgcytof num-3 run0 7 Classical Monocytes Classical Monocytes 85492 9585 2102 659909 0.9760029 0.0143168 0.0239971 0.9856832
dataset_name-Samusik_seed-42 dgcytof num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 69939 6192 3816 677141 0.9482611 0.0090615 0.0517389 0.9909385
dataset_name-Samusik_seed-42 dgcytof num-3 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 42746 5915 2675 705752 0.9411065 0.0083115 0.0588935 0.9916885
dataset_name-Samusik_seed-42 dgcytof num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 98269 4851 1704 652264 0.9829554 0.0073823 0.0170446 0.9926177
dataset_name-Samusik_seed-42 dgcytof num-4 run0 25 ungated ungated 250282 33320 45924 428612 0.8449593 0.0721318 0.1550407 0.9278682
dataset_name-Samusik_seed-42 dgcytof num-4 run0 7 Classical Monocytes Classical Monocytes 82438 6988 5766 662946 0.9346288 0.0104309 0.0653712 0.9895691
dataset_name-Samusik_seed-42 dgcytof num-4 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41792 7246 2208 706892 0.9498182 0.0101465 0.0501818 0.9898535
dataset_name-Samusik_seed-42 dgcytof num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 71638 6879 3811 675810 0.9494891 0.0100763 0.0505109 0.9899237
dataset_name-Samusik_seed-42 dgcytof num-4 run0 8 Eosinophils Eosinophils 47134 4822 1450 704732 0.9701548 0.0067958 0.0298452 0.9932042
dataset_name-Samusik_seed-42 dgcytof num-5 run0 25 ungated ungated 248799 29816 47016 438731 0.8410628 0.0636350 0.1589372 0.9363650
dataset_name-Samusik_seed-42 dgcytof num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 72838 9702 1392 680430 0.9812475 0.0140582 0.0187525 0.9859418
dataset_name-Samusik_seed-42 dgcytof num-5 run0 7 Classical Monocytes Classical Monocytes 86142 7239 3122 667859 0.9650251 0.0107229 0.0349749 0.9892771
dataset_name-Samusik_seed-42 dgcytof num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 41861 5402 4008 713091 0.9126207 0.0075185 0.0873793 0.9924815
dataset_name-Samusik_seed-42 dgcytof num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 103153 4346 2948 653915 0.9722152 0.0066022 0.0277848 0.9933978
dataset_name-Samusik_seed-42 lda num-1 run0 25 ungated ungated 130453 60828 97087 285910 0.5733190 0.1754293 0.4266810 0.8245707
dataset_name-Samusik_seed-42 lda num-1 run0 7 Classical Monocytes Classical Monocytes 32748 21273 20560 499697 0.6143168 0.0408334 0.3856832 0.9591666
dataset_name-Samusik_seed-42 lda num-1 run0 14 Intermediate Monocytes Intermediate Monocytes 52657 20707 6829 494085 0.8851999 0.0402240 0.1148001 0.9597760
dataset_name-Samusik_seed-42 lda num-1 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 84172 6102 3675 480329 0.9581659 0.0125444 0.0418341 0.9874556
dataset_name-Samusik_seed-42 lda num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 6343 6887 11080 549968 0.3640590 0.0123677 0.6359410 0.9876323
dataset_name-Samusik_seed-42 lda num-2 run0 25 ungated ungated 151107 94067 66946 226184 0.6929829 0.2937290 0.3070171 0.7062710
dataset_name-Samusik_seed-42 lda num-2 run0 7 Classical Monocytes Classical Monocytes 14639 11108 37604 474953 0.2802098 0.0228531 0.7197902 0.9771469
dataset_name-Samusik_seed-42 lda num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 29819 10162 24089 474234 0.5531461 0.0209787 0.4468539 0.9790213
dataset_name-Samusik_seed-42 lda num-2 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 5856 7259 4855 520334 0.5467277 0.0137587 0.4532723 0.9862413
dataset_name-Samusik_seed-42 lda num-2 run0 8 Eosinophils Eosinophils 31739 6593 6639 493333 0.8270103 0.0131880 0.1729897 0.9868120
dataset_name-Samusik_seed-42 lda num-3 run0 25 ungated ungated 129785 60776 83109 255711 0.6096226 0.1920332 0.3903774 0.8079668
dataset_name-Samusik_seed-42 lda num-3 run0 14 Intermediate Monocytes Intermediate Monocytes 46080 18344 6397 458560 0.8780990 0.0384648 0.1219010 0.9615352
dataset_name-Samusik_seed-42 lda num-3 run0 7 Classical Monocytes Classical Monocytes 17970 10915 21850 478646 0.4512808 0.0222955 0.5487192 0.9777045
dataset_name-Samusik_seed-42 lda num-3 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 82641 6021 1623 439096 0.9807391 0.0135268 0.0192609 0.9864732
dataset_name-Samusik_seed-42 lda num-3 run0 8 Eosinophils Eosinophils 34699 6548 7861 480273 0.8152961 0.0134505 0.1847039 0.9865495
dataset_name-Samusik_seed-42 lda num-4 run0 25 ungated ungated 126200 62781 76389 241670 0.6229361 0.2062105 0.3770639 0.7937895
dataset_name-Samusik_seed-42 lda num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 37093 14477 14362 441108 0.7208823 0.0317767 0.2791177 0.9682233
dataset_name-Samusik_seed-42 lda num-4 run0 7 Classical Monocytes Classical Monocytes 20826 13359 21128 451727 0.4964008 0.0287237 0.5035992 0.9712763
dataset_name-Samusik_seed-42 lda num-4 run0 8 Eosinophils Eosinophils 34328 6720 7221 458771 0.8262052 0.0144364 0.1737948 0.9855636
dataset_name-Samusik_seed-42 lda num-4 run0 19 NKT cells NKT cells 5576 5976 1662 493826 0.7703786 0.0119567 0.2296214 0.9880433
dataset_name-Samusik_seed-42 lda num-5 run0 25 ungated ungated 136387 64188 83891 265785 0.6191585 0.1945250 0.3808415 0.8054750
dataset_name-Samusik_seed-42 lda num-5 run0 7 Classical Monocytes Classical Monocytes 25432 17891 17438 489490 0.5932354 0.0352615 0.4067646 0.9647385
dataset_name-Samusik_seed-42 lda num-5 run0 14 Intermediate Monocytes Intermediate Monocytes 43344 16629 10049 480229 0.8117918 0.0334683 0.1882082 0.9665317
dataset_name-Samusik_seed-42 lda num-5 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 7157 8263 10511 524320 0.4050826 0.0155150 0.5949174 0.9844850
dataset_name-Samusik_seed-42 lda num-5 run0 8 Eosinophils Eosinophils 34581 6539 6628 502503 0.8391613 0.0128457 0.1608387 0.9871543
dataset_name-Samusik_seed-42 random num-1 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 725 30317 17692 707169 0.0393658 0.0411086 0.9606342 0.9588914
dataset_name-Samusik_seed-42 random num-1 run0 15 MEP MEP 200 30818 4774 720111 0.0402091 0.0410398 0.9597909 0.9589602
dataset_name-Samusik_seed-42 random num-1 run0 9 GMP GMP 218 30574 5420 719691 0.0386662 0.0407509 0.9613338 0.9592491
dataset_name-Samusik_seed-42 random num-1 run0 11 IgD- IgMpos B cells IgD- IgMpos B cells 1731 28933 41899 683340 0.0396745 0.0406207 0.9603255 0.9593793
dataset_name-Samusik_seed-42 random num-1 run0 4 CD8 T cells CD8 T cells 430 30255 10529 714689 0.0392372 0.0406138 0.9607628 0.9593862
dataset_name-Samusik_seed-42 random num-2 run0 3 CD4 T cells CD4 T cells 201 31051 4723 724956 0.0408205 0.0410724 0.9591795 0.9589276
dataset_name-Samusik_seed-42 random num-2 run0 17 Macrophages Macrophages 92 31141 2502 727196 0.0354665 0.0410649 0.9645335 0.9589351
dataset_name-Samusik_seed-42 random num-2 run0 4 CD8 T cells CD8 T cells 419 30565 10465 719482 0.0384969 0.0407508 0.9615031 0.9592492
dataset_name-Samusik_seed-42 random num-2 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4284 26591 101153 628903 0.0406309 0.0405664 0.9593691 0.9594336
dataset_name-Samusik_seed-42 random num-2 run0 14 Intermediate Monocytes Intermediate Monocytes 3031 27797 72340 657763 0.0402144 0.0405464 0.9597856 0.9594536
dataset_name-Samusik_seed-42 random num-3 run0 6 CMP CMP 72 31013 1770 724233 0.0390879 0.0410634 0.9609121 0.9589366
dataset_name-Samusik_seed-42 random num-3 run0 3 CD4 T cells CD4 T cells 221 30848 4846 721173 0.0436156 0.0410201 0.9563844 0.9589799
dataset_name-Samusik_seed-42 random num-3 run0 24 pDCs pDCs 975 29858 22807 703448 0.0409974 0.0407170 0.9590026 0.9592830
dataset_name-Samusik_seed-42 random num-3 run0 4 CD8 T cells CD8 T cells 447 30289 10709 715643 0.0400681 0.0406056 0.9599319 0.9593944
dataset_name-Samusik_seed-42 random num-3 run0 7 Classical Monocytes Classical Monocytes 3546 27160 84048 642334 0.0404822 0.0405680 0.9595178 0.9594320
dataset_name-Samusik_seed-42 random num-4 run0 18 NK cells NK cells 99 31024 2692 724323 0.0354712 0.0410725 0.9645288 0.9589275
dataset_name-Samusik_seed-42 random num-4 run0 1 B-cell Frac A-C (pro-B cells) B-cell Frac A-C (pro-B cells) 149 30957 3612 723420 0.0396171 0.0410365 0.9603829 0.9589635
dataset_name-Samusik_seed-42 random num-4 run0 7 Classical Monocytes Classical Monocytes 3618 27261 84586 642673 0.0410185 0.0406921 0.9589815 0.9593079
dataset_name-Samusik_seed-42 random num-4 run0 14 Intermediate Monocytes Intermediate Monocytes 2982 27771 72467 654918 0.0395234 0.0406788 0.9604766 0.9593212
dataset_name-Samusik_seed-42 random num-4 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 756 30016 17992 709374 0.0403243 0.0405956 0.9596757 0.9594044
dataset_name-Samusik_seed-42 random num-5 run0 4 CD8 T cells CD8 T cells 451 30925 11087 721899 0.0390882 0.0410787 0.9609118 0.9589213
dataset_name-Samusik_seed-42 random num-5 run0 20 Non-Classical Monocytes Non-Classical Monocytes 334 31048 7119 725861 0.0448142 0.0410195 0.9551858 0.9589805
dataset_name-Samusik_seed-42 random num-5 run0 12 IgDpos IgMpos B cells IgDpos IgMpos B cells 4404 26723 101697 631538 0.0415076 0.0405964 0.9584924 0.9594036
dataset_name-Samusik_seed-42 random num-5 run0 13 IgM- IgD- B-cells IgM- IgD- B-cells 763 30249 18107 715243 0.0404346 0.0405759 0.9595654 0.9594241
dataset_name-Samusik_seed-42 random num-5 run0 8 Eosinophils Eosinophils 1946 29008 46745 686663 0.0399663 0.0405326 0.9600337 0.9594674
dataset_name-Transformed_seed-42 cyanno num-1 run0 4 CD8 T-cells CD8 T-cells 45123 7069 4811 108882 0.9036528 0.0609654 0.0963472 0.9390346
dataset_name-Transformed_seed-42 cyanno num-1 run0 3 CD4 T-cells CD4 T-cells 58626 3259 2028 101972 0.9665644 0.0309700 0.0334356 0.9690300
dataset_name-Transformed_seed-42 cyanno num-1 run0 6 NK cells NK cells 21395 2681 2123 139686 0.9097287 0.0188316 0.0902713 0.9811684
dataset_name-Transformed_seed-42 cyanno num-1 run0 7 monocytes monocytes 13311 2246 3268 147060 0.8028832 0.0150429 0.1971168 0.9849571
dataset_name-Transformed_seed-42 cyanno num-1 run0 8 ungated ungated 2984 466 822 161613 0.7840252 0.0028751 0.2159748 0.9971249
dataset_name-Transformed_seed-42 cyanno num-2 run0 4 CD8 T-cells CD8 T-cells 43400 4505 4636 108288 0.9034890 0.0399404 0.0965110 0.9600596
dataset_name-Transformed_seed-42 cyanno num-2 run0 3 CD4 T-cells CD4 T-cells 57087 3406 1212 99124 0.9792106 0.0332195 0.0207894 0.9667805
dataset_name-Transformed_seed-42 cyanno num-2 run0 7 monocytes monocytes 14896 2548 1806 141579 0.8918692 0.0176789 0.1081308 0.9823211
dataset_name-Transformed_seed-42 cyanno num-2 run0 6 NK cells NK cells 20613 1374 2688 136154 0.8846401 0.0099907 0.1153599 0.9900093
dataset_name-Transformed_seed-42 cyanno num-2 run0 2 B-cells IgM- B-cells IgM- 2314 358 653 157504 0.7799124 0.0022678 0.2200876 0.9977322
dataset_name-Transformed_seed-42 cyanno num-3 run0 4 CD8 T-cells CD8 T-cells 44945 5098 4746 108568 0.9044897 0.0448507 0.0955103 0.9551493
dataset_name-Transformed_seed-42 cyanno num-3 run0 6 NK cells NK cells 21726 2953 1369 137309 0.9407231 0.0210535 0.0592769 0.9789465
dataset_name-Transformed_seed-42 cyanno num-3 run0 3 CD4 T-cells CD4 T-cells 56944 1872 2199 102342 0.9628189 0.0179630 0.0371811 0.9820370
dataset_name-Transformed_seed-42 cyanno num-3 run0 7 monocytes monocytes 14700 2129 2329 144199 0.8632333 0.0145495 0.1367667 0.9854505
dataset_name-Transformed_seed-42 cyanno num-3 run0 2 B-cells IgM- B-cells IgM- 2341 457 616 159943 0.7916808 0.0028491 0.2083192 0.9971509
dataset_name-Transformed_seed-42 cyanno num-4 run0 4 CD8 T-cells CD8 T-cells 44919 8709 3906 106267 0.9200000 0.0757462 0.0800000 0.9242538
dataset_name-Transformed_seed-42 cyanno num-4 run0 3 CD4 T-cells CD4 T-cells 56110 3267 3922 100502 0.9346682 0.0314834 0.0653318 0.9685166
dataset_name-Transformed_seed-42 cyanno num-4 run0 7 monocytes monocytes 13874 2177 3152 144598 0.8148714 0.0148322 0.1851286 0.9851678
dataset_name-Transformed_seed-42 cyanno num-4 run0 6 NK cells NK cells 20575 1954 2294 138978 0.8996895 0.0138648 0.1003105 0.9861352
dataset_name-Transformed_seed-42 cyanno num-4 run0 1 B-cells IgM+ B-cells IgM+ 5660 280 650 157211 0.8969889 0.0017779 0.1030111 0.9982221
dataset_name-Transformed_seed-42 cyanno num-5 run0 4 CD8 T-cells CD8 T-cells 41648 4985 4874 109631 0.8952324 0.0434931 0.1047676 0.9565069
dataset_name-Transformed_seed-42 cyanno num-5 run0 3 CD4 T-cells CD4 T-cells 57661 4223 1561 97693 0.9736416 0.0414361 0.0263584 0.9585639
dataset_name-Transformed_seed-42 cyanno num-5 run0 7 monocytes monocytes 14993 2284 2530 141331 0.8556183 0.0159036 0.1443817 0.9840964
dataset_name-Transformed_seed-42 cyanno num-5 run0 6 NK cells NK cells 20629 1503 2380 136626 0.8965622 0.0108811 0.1034378 0.9891189
dataset_name-Transformed_seed-42 cyanno num-5 run0 2 B-cells IgM- B-cells IgM- 2534 505 528 157571 0.8275637 0.0031947 0.1724363 0.9968053
dataset_name-Transformed_seed-42 cygate num-1 run0 4 CD8 T-cells CD8 T-cells 33188 6314 6254 84162 0.8414381 0.0697865 0.1585619 0.9302135
dataset_name-Transformed_seed-42 cygate num-1 run0 6 NK cells NK cells 21708 7455 938 99817 0.9585799 0.0694962 0.0414201 0.9305038
dataset_name-Transformed_seed-42 cygate num-1 run0 2 B-cells IgM- B-cells IgM- 2734 1843 167 125174 0.9424336 0.0145099 0.0575664 0.9854901
dataset_name-Transformed_seed-42 cygate num-1 run0 7 monocytes monocytes 10175 1673 4345 113725 0.7007576 0.0144977 0.2992424 0.9855023
dataset_name-Transformed_seed-42 cygate num-1 run0 8 ungated ungated 2994 882 427 125615 0.8751827 0.0069725 0.1248173 0.9930275
dataset_name-Transformed_seed-42 cygate num-2 run0 4 CD8 T-cells CD8 T-cells 37591 9788 9824 101576 0.7928082 0.0878920 0.2071918 0.9121080
dataset_name-Transformed_seed-42 cygate num-2 run0 3 CD4 T-cells CD4 T-cells 54051 5383 3151 96194 0.9449145 0.0529943 0.0550855 0.9470057
dataset_name-Transformed_seed-42 cygate num-2 run0 6 NK cells NK cells 16895 4310 6264 131310 0.7295220 0.0317800 0.2704780 0.9682200
dataset_name-Transformed_seed-42 cygate num-2 run0 7 monocytes monocytes 12198 4485 4460 137636 0.7322608 0.0315576 0.2677392 0.9684424
dataset_name-Transformed_seed-42 cygate num-2 run0 2 B-cells IgM- B-cells IgM- 1994 1369 878 154538 0.6942897 0.0087809 0.3057103 0.9912191
dataset_name-Transformed_seed-42 cygate num-3 run0 4 CD8 T-cells CD8 T-cells 36550 9933 6349 83695 0.8520012 0.1060901 0.1479988 0.8939099
dataset_name-Transformed_seed-42 cygate num-3 run0 6 NK cells NK cells 20119 5350 1089 109969 0.9486515 0.0463930 0.0513485 0.9536070
dataset_name-Transformed_seed-42 cygate num-3 run0 7 monocytes monocytes 12092 3389 4349 116697 0.7354784 0.0282214 0.2645216 0.9717786
dataset_name-Transformed_seed-42 cygate num-3 run0 2 B-cells IgM- B-cells IgM- 2532 1392 260 132343 0.9068768 0.0104086 0.0931232 0.9895914
dataset_name-Transformed_seed-42 cygate num-3 run0 8 ungated ungated 3013 998 233 132283 0.9282193 0.0074879 0.0717807 0.9925121
dataset_name-Transformed_seed-42 cygate num-4 run0 4 CD8 T-cells CD8 T-cells 32861 7436 6105 96275 0.8433249 0.0716992 0.1566751 0.9283008
dataset_name-Transformed_seed-42 cygate num-4 run0 6 NK cells NK cells 20624 5634 1252 115167 0.9427683 0.0466387 0.0572317 0.9533613
dataset_name-Transformed_seed-42 cygate num-4 run0 7 monocytes monocytes 12083 2136 3725 124733 0.7643598 0.0168363 0.2356402 0.9831637
dataset_name-Transformed_seed-42 cygate num-4 run0 3 CD4 T-cells CD4 T-cells 46525 1151 5476 89525 0.8946943 0.0126935 0.1053057 0.9873065
dataset_name-Transformed_seed-42 cygate num-4 run0 2 B-cells IgM- B-cells IgM- 2682 1154 342 138499 0.8869048 0.0082633 0.1130952 0.9917367
dataset_name-Transformed_seed-42 cygate num-5 run0 3 CD4 T-cells CD4 T-cells 54743 5164 4053 89457 0.9310667 0.0545756 0.0689333 0.9454244
dataset_name-Transformed_seed-42 cygate num-5 run0 6 NK cells NK cells 21600 7045 1266 123506 0.9446340 0.0539636 0.0553660 0.9460364
dataset_name-Transformed_seed-42 cygate num-5 run0 4 CD8 T-cells CD8 T-cells 30504 5443 9793 107677 0.7569794 0.0481170 0.2430206 0.9518830
dataset_name-Transformed_seed-42 cygate num-5 run0 7 monocytes monocytes 10965 3423 6061 132968 0.6440150 0.0250970 0.3559850 0.9749030
dataset_name-Transformed_seed-42 cygate num-5 run0 2 B-cells IgM- B-cells IgM- 2267 1187 770 149193 0.7464603 0.0078933 0.2535397 0.9921067
dataset_name-Transformed_seed-42 dgcytof num-1 run0 4 CD8 T-cells CD8 T-cells 42431 15218 7503 100733 0.8497417 0.1312451 0.1502583 0.8687549
dataset_name-Transformed_seed-42 dgcytof num-1 run0 7 monocytes monocytes 14508 6480 2071 142826 0.8750829 0.0434008 0.1249171 0.9565992
dataset_name-Transformed_seed-42 dgcytof num-1 run0 6 NK cells NK cells 20279 4185 3239 138182 0.8622757 0.0293959 0.1377243 0.9706041
dataset_name-Transformed_seed-42 dgcytof num-1 run0 3 CD4 T-cells CD4 T-cells 48864 1116 11790 104115 0.8056188 0.0106052 0.1943812 0.9893948
dataset_name-Transformed_seed-42 dgcytof num-1 run0 1 B-cells IgM+ B-cells IgM+ 5595 1212 733 158345 0.8841656 0.0075960 0.1158344 0.9924040
dataset_name-Transformed_seed-42 dgcytof num-2 run0 4 CD8 T-cells CD8 T-cells 43708 12620 4328 100173 0.9099009 0.1118864 0.0900991 0.8881136
dataset_name-Transformed_seed-42 dgcytof num-2 run0 6 NK cells NK cells 19843 2516 3458 135012 0.8515944 0.0182945 0.1484056 0.9817055
dataset_name-Transformed_seed-42 dgcytof num-2 run0 7 monocytes monocytes 12780 2248 3922 141879 0.7651778 0.0155974 0.2348222 0.9844026
dataset_name-Transformed_seed-42 dgcytof num-2 run0 3 CD4 T-cells CD4 T-cells 51954 1488 6345 101042 0.8911645 0.0145128 0.1088355 0.9854872
dataset_name-Transformed_seed-42 dgcytof num-2 run0 2 B-cells IgM- B-cells IgM- 2026 611 941 157251 0.6828446 0.0038705 0.3171554 0.9961295
dataset_name-Transformed_seed-42 dgcytof num-3 run0 3 CD4 T-cells CD4 T-cells 55974 9559 3169 94655 0.9464180 0.0917247 0.0535820 0.9082753
dataset_name-Transformed_seed-42 dgcytof num-3 run0 7 monocytes monocytes 15371 5811 1658 140517 0.9026367 0.0397122 0.0973633 0.9602878
dataset_name-Transformed_seed-42 dgcytof num-3 run0 4 CD8 T-cells CD8 T-cells 34331 4336 15360 109330 0.6908897 0.0381469 0.3091103 0.9618531
dataset_name-Transformed_seed-42 dgcytof num-3 run0 6 NK cells NK cells 21255 4348 1840 135914 0.9203291 0.0309991 0.0796709 0.9690009
dataset_name-Transformed_seed-42 dgcytof num-3 run0 2 B-cells IgM- B-cells IgM- 2132 1185 825 159215 0.7210010 0.0073878 0.2789990 0.9926122
dataset_name-Transformed_seed-42 dgcytof num-4 run0 4 CD8 T-cells CD8 T-cells 42097 8018 6728 106958 0.8622017 0.0697363 0.1377983 0.9302637
dataset_name-Transformed_seed-42 dgcytof num-4 run0 7 monocytes monocytes 14832 5220 2194 141555 0.8711383 0.0355646 0.1288617 0.9644354
dataset_name-Transformed_seed-42 dgcytof num-4 run0 3 CD4 T-cells CD4 T-cells 55012 2547 5020 101222 0.9163779 0.0245449 0.0836221 0.9754551
dataset_name-Transformed_seed-42 dgcytof num-4 run0 6 NK cells NK cells 20149 3223 2720 137709 0.8810617 0.0228692 0.1189383 0.9771308
dataset_name-Transformed_seed-42 dgcytof num-4 run0 1 B-cells IgM+ B-cells IgM+ 6025 1879 285 155612 0.9548336 0.0119308 0.0451664 0.9880692
dataset_name-Transformed_seed-42 dgcytof num-5 run0 4 CD8 T-cells CD8 T-cells 39584 6723 6938 107893 0.8508663 0.0586567 0.1491337 0.9413433
dataset_name-Transformed_seed-42 dgcytof num-5 run0 3 CD4 T-cells CD4 T-cells 55663 3342 3559 98574 0.9399041 0.0327917 0.0600959 0.9672083
dataset_name-Transformed_seed-42 dgcytof num-5 run0 7 monocytes monocytes 14317 4303 3206 139312 0.8170405 0.0299621 0.1829595 0.9700379
dataset_name-Transformed_seed-42 dgcytof num-5 run0 6 NK cells NK cells 20695 3243 2314 134886 0.8994307 0.0234781 0.1005693 0.9765219
dataset_name-Transformed_seed-42 dgcytof num-5 run0 1 B-cells IgM+ B-cells IgM+ 5787 659 554 154138 0.9126321 0.0042572 0.0873679 0.9957428
dataset_name-Transformed_seed-42 lda num-1 run0 4 CD8 T-cells CD8 T-cells 14169 4148 4141 40233 0.7738394 0.0934634 0.2261606 0.9065366
dataset_name-Transformed_seed-42 lda num-1 run0 6 NK cells NK cells 8482 3291 54 50864 0.9936739 0.0607700 0.0063261 0.9392300
dataset_name-Transformed_seed-42 lda num-1 run0 7 monocytes monocytes 5796 1789 726 54380 0.8886845 0.0318503 0.1113155 0.9681497
dataset_name-Transformed_seed-42 lda num-1 run0 2 B-cells IgM- B-cells IgM- 603 886 310 60892 0.6604600 0.0143417 0.3395400 0.9856583
dataset_name-Transformed_seed-42 lda num-1 run0 5 DC DC 1179 583 20 60909 0.9833194 0.0094809 0.0166806 0.9905191
dataset_name-Transformed_seed-42 lda num-2 run0 4 CD8 T-cells CD8 T-cells 29130 10807 4722 64648 0.8605105 0.1432244 0.1394895 0.8567756
dataset_name-Transformed_seed-42 lda num-2 run0 6 NK cells NK cells 7110 3349 5604 93244 0.5592261 0.0346712 0.4407739 0.9653288
dataset_name-Transformed_seed-42 lda num-2 run0 7 monocytes monocytes 8605 2056 2228 96418 0.7943321 0.0208786 0.2056679 0.9791214
dataset_name-Transformed_seed-42 lda num-2 run0 1 B-cells IgM+ B-cells IgM+ 3718 766 641 104182 0.8529479 0.0072989 0.1470521 0.9927011
dataset_name-Transformed_seed-42 lda num-2 run0 3 CD4 T-cells CD4 T-cells 40772 456 3784 64295 0.9150732 0.0070424 0.0849268 0.9929576
dataset_name-Transformed_seed-42 lda num-3 run0 6 NK cells NK cells 8487 4528 75 43824 0.9912404 0.0936466 0.0087596 0.9063534
dataset_name-Transformed_seed-42 lda num-3 run0 4 CD8 T-cells CD8 T-cells 7211 2061 4496 43146 0.6159563 0.0455903 0.3840437 0.9544097
dataset_name-Transformed_seed-42 lda num-3 run0 7 monocytes monocytes 6263 1445 399 48807 0.9401081 0.0287551 0.0598919 0.9712449
dataset_name-Transformed_seed-42 lda num-3 run0 5 DC DC 1175 516 32 55191 0.9734880 0.0092627 0.0265120 0.9907373
dataset_name-Transformed_seed-42 lda num-3 run0 1 B-cells IgM+ B-cells IgM+ 2416 417 186 53895 0.9285165 0.0076779 0.0714835 0.9923221
dataset_name-Transformed_seed-42 lda num-4 run0 4 CD8 T-cells CD8 T-cells 23352 9070 5555 54520 0.8078320 0.1426325 0.1921680 0.8573675
dataset_name-Transformed_seed-42 lda num-4 run0 6 NK cells NK cells 10787 4803 236 76671 0.9785902 0.0589513 0.0214098 0.9410487
dataset_name-Transformed_seed-42 lda num-4 run0 7 monocytes monocytes 7434 2233 1613 81217 0.8217089 0.0267585 0.1782911 0.9732415
dataset_name-Transformed_seed-42 lda num-4 run0 2 B-cells IgM- B-cells IgM- 508 643 761 90585 0.4003152 0.0070483 0.5996848 0.9929517
dataset_name-Transformed_seed-42 lda num-4 run0 1 B-cells IgM+ B-cells IgM+ 2463 500 1033 88501 0.7045195 0.0056179 0.2954805 0.9943821
dataset_name-Transformed_seed-42 lda num-5 run0 4 CD8 T-cells CD8 T-cells 32820 19507 3376 54688 0.9067300 0.2629153 0.0932700 0.7370847
dataset_name-Transformed_seed-42 lda num-5 run0 7 monocytes monocytes 9111 3320 4110 93850 0.6891309 0.0341669 0.3108691 0.9658331
dataset_name-Transformed_seed-42 lda num-5 run0 6 NK cells NK cells 2933 1351 6900 99207 0.2982813 0.0134350 0.7017187 0.9865650
dataset_name-Transformed_seed-42 lda num-5 run0 2 B-cells IgM- B-cells IgM- 1110 630 1218 107433 0.4768041 0.0058299 0.5231959 0.9941701
dataset_name-Transformed_seed-42 lda num-5 run0 8 ungated ungated 148 254 225 109764 0.3967828 0.0023087 0.6032172 0.9976913
dataset_name-Transformed_seed-42 random num-1 run0 2 B-cells IgM- B-cells IgM- 421 21126 2745 141593 0.1329754 0.1298312 0.8670246 0.8701688
dataset_name-Transformed_seed-42 random num-1 run0 4 CD8 T-cells CD8 T-cells 6271 14919 43663 101032 0.1255858 0.1286664 0.8744142 0.8713336
dataset_name-Transformed_seed-42 random num-1 run0 3 CD4 T-cells CD4 T-cells 7536 13353 53118 91878 0.1242457 0.1268923 0.8757543 0.8731077
dataset_name-Transformed_seed-42 random num-1 run0 5 DC DC 266 20781 1634 143204 0.1400000 0.1267250 0.8600000 0.8732750
dataset_name-Transformed_seed-42 random num-1 run0 6 NK cells NK cells 2958 17791 20560 124576 0.1257760 0.1249658 0.8742240 0.8750342
dataset_name-Transformed_seed-42 random num-2 run0 2 B-cells IgM- B-cells IgM- 390 20490 2577 137372 0.1314459 0.1297969 0.8685541 0.8702031
dataset_name-Transformed_seed-42 random num-2 run0 7 monocytes monocytes 2231 18322 14471 125805 0.1335768 0.1271240 0.8664232 0.8728760
dataset_name-Transformed_seed-42 random num-2 run0 8 ungated ungated 455 19917 3166 137291 0.1256559 0.1266920 0.8743441 0.8733080
dataset_name-Transformed_seed-42 random num-2 run0 4 CD8 T-cells CD8 T-cells 6110 14145 41926 98648 0.1271963 0.1254067 0.8728037 0.8745933
dataset_name-Transformed_seed-42 random num-2 run0 6 NK cells NK cells 2952 17171 20349 120357 0.1266898 0.1248546 0.8733102 0.8751454
dataset_name-Transformed_seed-42 random num-3 run0 5 DC DC 257 20964 1608 140528 0.1378016 0.1298145 0.8621984 0.8701855
dataset_name-Transformed_seed-42 random num-3 run0 6 NK cells NK cells 2957 17923 20138 122339 0.1280364 0.1277823 0.8719636 0.8722177
dataset_name-Transformed_seed-42 random num-3 run0 8 ungated ungated 455 20248 3254 139400 0.1226746 0.1268290 0.8773254 0.8731710
dataset_name-Transformed_seed-42 random num-3 run0 4 CD8 T-cells CD8 T-cells 6311 14263 43380 99403 0.1270049 0.1254817 0.8729951 0.8745183
dataset_name-Transformed_seed-42 random num-3 run0 3 CD4 T-cells CD4 T-cells 7426 12996 51717 91218 0.1255601 0.1247049 0.8744399 0.8752951
dataset_name-Transformed_seed-42 random num-4 run0 2 B-cells IgM- B-cells IgM- 410 20870 2752 139769 0.1296648 0.1299186 0.8703352 0.8700814
dataset_name-Transformed_seed-42 random num-4 run0 1 B-cells IgM+ B-cells IgM+ 790 20142 5520 137349 0.1251981 0.1278930 0.8748019 0.8721070
dataset_name-Transformed_seed-42 random num-4 run0 5 DC DC 256 20507 1595 141443 0.1383036 0.1266255 0.8616964 0.8733745
dataset_name-Transformed_seed-42 random num-4 run0 7 monocytes monocytes 2165 18460 14861 128315 0.1271585 0.1257707 0.8728415 0.8742293
dataset_name-Transformed_seed-42 random num-4 run0 3 CD4 T-cells CD4 T-cells 7527 12950 52505 90819 0.1253831 0.1247964 0.8746169 0.8752036
dataset_name-Transformed_seed-42 random num-5 run0 5 DC DC 266 20655 1572 138645 0.1447225 0.1296610 0.8552775 0.8703390
dataset_name-Transformed_seed-42 random num-5 run0 6 NK cells NK cells 2954 17643 20055 120486 0.1283845 0.1277284 0.8716155 0.8722716
dataset_name-Transformed_seed-42 random num-5 run0 3 CD4 T-cells CD4 T-cells 7359 12937 51863 88979 0.1242613 0.1269379 0.8757387 0.8730621
dataset_name-Transformed_seed-42 random num-5 run0 1 B-cells IgM+ B-cells IgM+ 816 19596 5525 135201 0.1286863 0.1265916 0.8713137 0.8734084
dataset_name-Transformed_seed-42 random num-5 run0 4 CD8 T-cells CD8 T-cells 5851 14310 40671 100306 0.1257685 0.1248517 0.8742315 0.8751483
dataset_name-flowcyt_seed-42 cyanno num-1 run0 6 ungated ungated 18883759 354994 109038 1697092 0.9942590 0.1729918 0.0057410 0.8270082
dataset_name-flowcyt_seed-42 cyanno num-1 run0 5 T_Lymphocytes T_Lymphocytes 1075155 39653 206938 19723137 0.8385936 0.0020064 0.1614064 0.9979936
dataset_name-flowcyt_seed-42 cyanno num-1 run0 1 B_Lymphocytes B_Lymphocytes 240994 34198 18342 20751349 0.9292732 0.0016453 0.0707268 0.9983547
dataset_name-flowcyt_seed-42 cyanno num-1 run0 2 HSPCs HSPCs 142161 29035 60635 20813052 0.7010050 0.0013931 0.2989950 0.9986069
dataset_name-flowcyt_seed-42 cyanno num-1 run0 4 Monocytes Monocytes 236342 8588 67944 20732009 0.7767101 0.0004141 0.2232899 0.9995859
dataset_name-flowcyt_seed-42 cyanno num-2 run0 6 ungated ungated 18157110 239793 97850 1760069 0.9946398 0.1199048 0.0053602 0.8800952
dataset_name-flowcyt_seed-42 cyanno num-2 run0 5 T_Lymphocytes T_Lymphocytes 1116131 53969 127091 18957631 0.8977729 0.0028387 0.1022271 0.9971613
dataset_name-flowcyt_seed-42 cyanno num-2 run0 4 Monocytes Monocytes 265904 16218 34728 19937972 0.8844834 0.0008128 0.1155166 0.9991872
dataset_name-flowcyt_seed-42 cyanno num-2 run0 1 B_Lymphocytes B_Lymphocytes 234653 15564 20453 19984152 0.9198255 0.0007782 0.0801745 0.9992218
dataset_name-flowcyt_seed-42 cyanno num-2 run0 2 HSPCs HSPCs 141714 13757 55647 20043704 0.7180446 0.0006859 0.2819554 0.9993141
dataset_name-flowcyt_seed-42 cyanno num-3 run0 6 ungated ungated 18691717 331729 71756 1722398 0.9961758 0.1614939 0.0038242 0.8385061
dataset_name-flowcyt_seed-42 cyanno num-3 run0 5 T_Lymphocytes T_Lymphocytes 1122946 41796 154327 19498531 0.8791746 0.0021390 0.1208254 0.9978610
dataset_name-flowcyt_seed-42 cyanno num-3 run0 1 B_Lymphocytes B_Lymphocytes 232620 14861 34446 20535673 0.8710206 0.0007231 0.1289794 0.9992769
dataset_name-flowcyt_seed-42 cyanno num-3 run0 4 Monocytes Monocytes 262116 11212 41577 20502695 0.8630953 0.0005466 0.1369047 0.9994534
dataset_name-flowcyt_seed-42 cyanno num-3 run0 2 HSPCs HSPCs 101133 5825 101410 20609232 0.4993162 0.0002826 0.5006838 0.9997174
dataset_name-flowcyt_seed-42 cyanno num-4 run0 6 ungated ungated 18121120 301034 154581 1697180 0.9915417 0.1506515 0.0084583 0.8493485
dataset_name-flowcyt_seed-42 cyanno num-4 run0 5 T_Lymphocytes T_Lymphocytes 1137634 89212 125639 18921430 0.9005449 0.0046927 0.0994551 0.9953073
dataset_name-flowcyt_seed-42 cyanno num-4 run0 4 Monocytes Monocytes 254676 46698 21513 19951028 0.9221077 0.0023352 0.0778923 0.9976648
dataset_name-flowcyt_seed-42 cyanno num-4 run0 2 HSPCs HSPCs 130497 14798 58880 20069740 0.6890858 0.0007368 0.3109142 0.9992632
dataset_name-flowcyt_seed-42 cyanno num-4 run0 1 B_Lymphocytes B_Lymphocytes 170572 5699 95382 20002262 0.6413590 0.0002848 0.3586410 0.9997152
dataset_name-flowcyt_seed-42 cyanno num-5 run0 6 ungated ungated 18556350 253529 122915 1735593 0.9934197 0.1274577 0.0065803 0.8725423
dataset_name-flowcyt_seed-42 cyanno num-5 run0 5 T_Lymphocytes T_Lymphocytes 1133919 74521 106536 19353411 0.9141154 0.0038358 0.0858846 0.9961642
dataset_name-flowcyt_seed-42 cyanno num-5 run0 1 B_Lymphocytes B_Lymphocytes 239873 31629 17542 20379343 0.9318532 0.0015496 0.0681468 0.9984504
dataset_name-flowcyt_seed-42 cyanno num-5 run0 2 HSPCs HSPCs 128969 10947 61415 20467056 0.6774151 0.0005346 0.3225849 0.9994654
dataset_name-flowcyt_seed-42 cyanno num-5 run0 4 Monocytes Monocytes 229454 7616 67921 20363396 0.7715982 0.0003739 0.2284018 0.9996261
dataset_name-flowcyt_seed-42 cygate num-1 run0 2 HSPCs HSPCs 136892 11177043 65904 9568210 0.6750232 0.5387759 0.3249768 0.4612241
dataset_name-flowcyt_seed-42 cygate num-1 run0 6 ungated ungated 6747924 169912 12148039 1882174 0.3571093 0.0827996 0.6428907 0.9172004
dataset_name-flowcyt_seed-42 cygate num-1 run0 5 T_Lymphocytes T_Lymphocytes 1124016 483459 158077 19182497 0.8767040 0.0245835 0.1232960 0.9754165
dataset_name-flowcyt_seed-42 cygate num-1 run0 1 B_Lymphocytes B_Lymphocytes 239764 421614 19572 20267099 0.9245303 0.0203789 0.0754697 0.9796211
dataset_name-flowcyt_seed-42 cygate num-1 run0 4 Monocytes Monocytes 252073 164205 52213 20479558 0.8284081 0.0079542 0.1715919 0.9920458
dataset_name-flowcyt_seed-42 cygate num-2 run0 6 ungated ungated 15034048 287014 3195446 1712848 0.8247101 0.1435169 0.1752899 0.8564831
dataset_name-flowcyt_seed-42 cygate num-2 run0 3 Mast_cells Mast_cells 1879 1188538 1662 19037277 0.5306411 0.0587634 0.4693589 0.9412366
dataset_name-flowcyt_seed-42 cygate num-2 run0 5 T_Lymphocytes T_Lymphocytes 1070138 743363 173084 18242771 0.8607779 0.0391529 0.1392221 0.9608471
dataset_name-flowcyt_seed-42 cygate num-2 run0 4 Monocytes Monocytes 256485 469432 44147 19459292 0.8531527 0.0235555 0.1468473 0.9764445
dataset_name-flowcyt_seed-42 cygate num-2 run0 2 HSPCs HSPCs 99039 433661 98322 19598334 0.5018165 0.0216484 0.4981835 0.9783516
dataset_name-flowcyt_seed-42 cygate num-3 run0 5 T_Lymphocytes T_Lymphocytes 1154437 3445068 122836 16087563 0.9038295 0.1763750 0.0961705 0.8236250
dataset_name-flowcyt_seed-42 cygate num-3 run0 6 ungated ungated 12859986 255624 5895791 1798503 0.6856547 0.1244441 0.3143453 0.8755559
dataset_name-flowcyt_seed-42 cygate num-3 run0 2 HSPCs HSPCs 45922 1088736 156621 19518625 0.2267272 0.0528324 0.7732728 0.9471676
dataset_name-flowcyt_seed-42 cygate num-3 run0 3 Mast_cells Mast_cells 733 609961 2819 20196391 0.2063626 0.0293161 0.7936374 0.9706839
dataset_name-flowcyt_seed-42 cygate num-3 run0 1 B_Lymphocytes B_Lymphocytes 243854 425383 23212 20117455 0.9130852 0.0207071 0.0869148 0.9792929
dataset_name-flowcyt_seed-42 cygate num-4 run0 3 Mast_cells Mast_cells 3218 3942083 203 16325723 0.9406606 0.1944997 0.0593394 0.8055003
dataset_name-flowcyt_seed-42 cygate num-4 run0 6 ungated ungated 11691830 210859 6581183 1787355 0.6398414 0.1055237 0.3601586 0.8944763
dataset_name-flowcyt_seed-42 cygate num-4 run0 2 HSPCs HSPCs 66758 1089585 122619 18992265 0.3525138 0.0542572 0.6474862 0.9457428
dataset_name-flowcyt_seed-42 cygate num-4 run0 5 T_Lymphocytes T_Lymphocytes 1148385 678687 114888 18329267 0.9090553 0.0357054 0.0909447 0.9642946
dataset_name-flowcyt_seed-42 cygate num-4 run0 1 B_Lymphocytes B_Lymphocytes 257945 517644 8009 19487629 0.9698858 0.0258754 0.0301142 0.9741246
dataset_name-flowcyt_seed-42 cygate num-5 run0 6 ungated ungated 15327844 242365 3332819 1746757 0.8213987 0.1218452 0.1786013 0.8781548
dataset_name-flowcyt_seed-42 cygate num-5 run0 3 Mast_cells Mast_cells 2143 1528710 1350 19117582 0.6135127 0.0740428 0.3864873 0.9259572
dataset_name-flowcyt_seed-42 cygate num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132029 851628 108426 18557702 0.9125918 0.0438772 0.0874082 0.9561228
dataset_name-flowcyt_seed-42 cygate num-5 run0 4 Monocytes Monocytes 265140 530334 32235 19822076 0.8916015 0.0260576 0.1083985 0.9739424
dataset_name-flowcyt_seed-42 cygate num-5 run0 1 B_Lymphocytes B_Lymphocytes 246383 296590 11032 20095780 0.9571431 0.0145442 0.0428569 0.9854558
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 6 ungated ungated 18781136 332272 211661 1719814 0.9888557 0.1619191 0.0111443 0.8380809
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 1 B_Lymphocytes B_Lymphocytes 242570 167905 16766 20617642 0.9353503 0.0080780 0.0646497 0.9919220
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 4 Monocytes Monocytes 258344 127993 45942 20612604 0.8490170 0.0061711 0.1509830 0.9938289
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 5 T_Lymphocytes T_Lymphocytes 1033169 100786 248924 19662004 0.8058456 0.0050998 0.1941544 0.9949002
dataset_name-flowcyt_seed-42 dgcytof num-1 run0 3 Mast_cells Mast_cells 654 54 2921 21041254 0.1829371 0.0000026 0.8170629 0.9999974
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 6 ungated ungated 18254960 1878575 0 121287 1.0000000 0.9393523 0.0000000 0.0606477
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 254239 19879296 0.0033986 0.0060211 0.9966014 0.9939789
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 2 HSPCs HSPCs 0 0 197361 20057461 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 3 Mast_cells Mast_cells 0 0 3541 20251281 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-2 run0 4 Monocytes Monocytes 0 0 300632 19954190 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 6 ungated ungated 18761567 1928661 1906 125466 0.9998984 0.9389200 0.0001016 0.0610800
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 1 B_Lymphocytes B_Lymphocytes 867 121840 266199 20428694 0.0032464 0.0059288 0.9967536 0.9940712
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 4 Monocytes Monocytes 163 1157 303530 20512750 0.0005367 0.0000564 0.9994633 0.9999436
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 3 Mast_cells Mast_cells 2490 771 1062 20813277 0.7010135 0.0000370 0.2989865 0.9999630
dataset_name-flowcyt_seed-42 dgcytof num-3 run0 5 T_Lymphocytes T_Lymphocytes 0 81 1277273 19540246 0.0000000 0.0000041 1.0000000 0.9999959
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 6 ungated ungated 18275701 1876927 0 121287 1.0000000 0.9393023 0.0000000 0.0606977
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 265087 19887541 0.0032600 0.0060186 0.9967400 0.9939814
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 2 HSPCs HSPCs 0 0 189377 20084538 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 3 Mast_cells Mast_cells 0 0 3421 20270494 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-4 run0 4 Monocytes Monocytes 0 0 276189 19997726 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 6 ungated ungated 18471586 734623 207679 1254499 0.9888818 0.3693202 0.0111182 0.6306798
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 5 T_Lymphocytes T_Lymphocytes 1132369 208522 108086 19219410 0.9128658 0.0107331 0.0871342 0.9892669
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 1 B_Lymphocytes B_Lymphocytes 867 120420 256548 20290552 0.0033681 0.0058998 0.9966319 0.9941002
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 2 HSPCs HSPCs 0 0 190384 20478003 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 dgcytof num-5 run0 3 Mast_cells Mast_cells 0 0 3493 20664894 0.0000000 0.0000000 1.0000000 1.0000000
dataset_name-flowcyt_seed-42 lda num-1 run0 6 ungated ungated 17587834 455185 1044025 1246723 0.9439656 0.2674557 0.0560344 0.7325443
dataset_name-flowcyt_seed-42 lda num-1 run0 5 T_Lymphocytes T_Lymphocytes 713828 404005 264436 18951498 0.7296885 0.0208729 0.2703115 0.9791271
dataset_name-flowcyt_seed-42 lda num-1 run0 1 B_Lymphocytes B_Lymphocytes 213150 417242 24278 19679097 0.8977458 0.0207621 0.1022542 0.9792379
dataset_name-flowcyt_seed-42 lda num-1 run0 2 HSPCs HSPCs 114033 122954 75358 20021422 0.6021036 0.0061036 0.3978964 0.9938964
dataset_name-flowcyt_seed-42 lda num-1 run0 4 Monocytes Monocytes 184402 114722 108891 19925752 0.6287296 0.0057245 0.3712704 0.9942755
dataset_name-flowcyt_seed-42 lda num-2 run0 6 ungated ungated 16757968 368684 1288954 1522157 0.9285776 0.1949841 0.0714224 0.8050159
dataset_name-flowcyt_seed-42 lda num-2 run0 5 T_Lymphocytes T_Lymphocytes 1034662 730783 147547 18024771 0.8751938 0.0389636 0.1248062 0.9610364
dataset_name-flowcyt_seed-42 lda num-2 run0 1 B_Lymphocytes B_Lymphocytes 142116 262795 73814 19459038 0.6581577 0.0133251 0.3418423 0.9866749
dataset_name-flowcyt_seed-42 lda num-2 run0 4 Monocytes Monocytes 221260 175866 76156 19464481 0.7439411 0.0089543 0.2560589 0.9910457
dataset_name-flowcyt_seed-42 lda num-2 run0 2 HSPCs HSPCs 105301 122923 86444 19623095 0.5491721 0.0062252 0.4508279 0.9937748
dataset_name-flowcyt_seed-42 lda num-3 run0 6 ungated ungated 17279493 405869 1330326 1538991 0.9285148 0.2086880 0.0714852 0.7913120
dataset_name-flowcyt_seed-42 lda num-3 run0 5 T_Lymphocytes T_Lymphocytes 1027011 745363 167788 18614517 0.8595680 0.0385004 0.1404320 0.9614996
dataset_name-flowcyt_seed-42 lda num-3 run0 1 B_Lymphocytes B_Lymphocytes 197030 348142 52832 19956675 0.7885553 0.0171458 0.2114447 0.9828542
dataset_name-flowcyt_seed-42 lda num-3 run0 4 Monocytes Monocytes 216730 150128 79661 20108160 0.7312300 0.0074107 0.2687700 0.9925893
dataset_name-flowcyt_seed-42 lda num-3 run0 2 HSPCs HSPCs 81093 100649 119176 20253761 0.4049204 0.0049448 0.5950796 0.9950552
dataset_name-flowcyt_seed-42 lda num-4 run0 6 ungated ungated 16676981 278692 1341135 1634619 0.9255674 0.1456595 0.0744326 0.8543405
dataset_name-flowcyt_seed-42 lda num-4 run0 5 T_Lymphocytes T_Lymphocytes 1053594 640197 160457 18077179 0.8678334 0.0342034 0.1321666 0.9657966
dataset_name-flowcyt_seed-42 lda num-4 run0 1 B_Lymphocytes B_Lymphocytes 233592 390244 12522 19295069 0.9491211 0.0198241 0.0508789 0.9801759
dataset_name-flowcyt_seed-42 lda num-4 run0 4 Monocytes Monocytes 242557 233103 28680 19427087 0.8942622 0.0118566 0.1057378 0.9881434
dataset_name-flowcyt_seed-42 lda num-4 run0 2 HSPCs HSPCs 88995 87788 89497 19665147 0.4985938 0.0044443 0.5014062 0.9955557
dataset_name-flowcyt_seed-42 lda num-5 run0 6 ungated ungated 17093600 365224 1390529 1494305 0.9247717 0.1964067 0.0752283 0.8035933
dataset_name-flowcyt_seed-42 lda num-5 run0 5 T_Lymphocytes T_Lymphocytes 1042349 889582 127800 18283927 0.8907831 0.0463964 0.1092169 0.9536036
dataset_name-flowcyt_seed-42 lda num-5 run0 1 B_Lymphocytes B_Lymphocytes 173728 329309 44147 19796474 0.7973746 0.0163625 0.2026254 0.9836375
dataset_name-flowcyt_seed-42 lda num-5 run0 4 Monocytes Monocytes 194786 119496 94093 19935283 0.6742823 0.0059585 0.3257177 0.9940415
dataset_name-flowcyt_seed-42 lda num-5 run0 2 HSPCs HSPCs 64464 65198 114688 20099308 0.3598285 0.0032333 0.6401715 0.9967667
dataset_name-flowcyt_seed-42 random num-1 run0 1 B_Lymphocytes B_Lymphocytes 42778 3475074 216558 17310473 0.1649520 0.1671870 0.8350480 0.8328130
dataset_name-flowcyt_seed-42 random num-1 run0 6 ungated ungated 3167175 343028 15825622 1709058 0.1667566 0.1671606 0.8332434 0.8328394
dataset_name-flowcyt_seed-42 random num-1 run0 5 T_Lymphocytes T_Lymphocytes 213833 3301474 1068260 16461316 0.1667843 0.1670551 0.8332157 0.8329449
dataset_name-flowcyt_seed-42 random num-1 run0 3 Mast_cells Mast_cells 594 3505219 2981 17536089 0.1661538 0.1665875 0.8338462 0.8334125
dataset_name-flowcyt_seed-42 random num-1 run0 2 HSPCs HSPCs 33939 3465024 168857 17377063 0.1673554 0.1662513 0.8326446 0.8337487
dataset_name-flowcyt_seed-42 random num-2 run0 1 B_Lymphocytes B_Lymphocytes 42073 3343576 213033 16656140 0.1649236 0.1671812 0.8350764 0.8328188
dataset_name-flowcyt_seed-42 random num-2 run0 6 ungated ungated 3044207 334338 15210753 1665524 0.1667605 0.1671805 0.8332395 0.8328195
dataset_name-flowcyt_seed-42 random num-2 run0 5 T_Lymphocytes T_Lymphocytes 207367 3175950 1035855 15835650 0.1667980 0.1670533 0.8332020 0.8329467
dataset_name-flowcyt_seed-42 random num-2 run0 3 Mast_cells Mast_cells 586 3373958 2955 16877323 0.1654900 0.1666047 0.8345100 0.8333953
dataset_name-flowcyt_seed-42 random num-2 run0 2 HSPCs HSPCs 32995 3334670 164366 16722791 0.1671810 0.1662558 0.8328190 0.8337442
dataset_name-flowcyt_seed-42 random num-3 run0 1 B_Lymphocytes B_Lymphocytes 44086 3435691 222980 17114843 0.1650753 0.1671826 0.8349247 0.8328174
dataset_name-flowcyt_seed-42 random num-3 run0 6 ungated ungated 3128929 343363 15634544 1710764 0.1667564 0.1671576 0.8332436 0.8328424
dataset_name-flowcyt_seed-42 random num-3 run0 5 T_Lymphocytes T_Lymphocytes 213050 3264256 1064223 16276071 0.1668007 0.1670523 0.8331993 0.8329477
dataset_name-flowcyt_seed-42 random num-3 run0 3 Mast_cells Mast_cells 588 3467552 2964 17346496 0.1655405 0.1665967 0.8344595 0.8334033
dataset_name-flowcyt_seed-42 random num-3 run0 2 HSPCs HSPCs 33864 3427254 168679 17187803 0.1671941 0.1662500 0.8328059 0.8337500
dataset_name-flowcyt_seed-42 random num-4 run0 6 ungated ungated 3047676 334080 15228025 1664134 0.1667611 0.1671893 0.8332389 0.8328107
dataset_name-flowcyt_seed-42 random num-4 run0 1 B_Lymphocytes B_Lymphocytes 43928 3344962 222026 16662999 0.1651714 0.1671816 0.8348286 0.8328184
dataset_name-flowcyt_seed-42 random num-4 run0 5 T_Lymphocytes T_Lymphocytes 210741 3175781 1052532 15834861 0.1668214 0.1670528 0.8331786 0.8329472
dataset_name-flowcyt_seed-42 random num-4 run0 3 Mast_cells Mast_cells 563 3377182 2858 16893312 0.1645718 0.1666058 0.8354282 0.8333942
dataset_name-flowcyt_seed-42 random num-4 run0 2 HSPCs HSPCs 31702 3339022 157675 16745516 0.1674015 0.1662484 0.8325985 0.8337516
dataset_name-flowcyt_seed-42 random num-5 run0 6 ungated ungated 3115022 332607 15564243 1656515 0.1667636 0.1672130 0.8332364 0.8327870
dataset_name-flowcyt_seed-42 random num-5 run0 1 B_Lymphocytes B_Lymphocytes 42455 3412379 214960 16998593 0.1649282 0.1671836 0.8350718 0.8328164
dataset_name-flowcyt_seed-42 random num-5 run0 5 T_Lymphocytes T_Lymphocytes 206921 3245333 1033534 16182599 0.1668106 0.1670447 0.8331894 0.8329553
dataset_name-flowcyt_seed-42 random num-5 run0 3 Mast_cells Mast_cells 577 3442858 2916 17222036 0.1651875 0.1666042 0.8348125 0.8333958
dataset_name-flowcyt_seed-42 random num-5 run0 2 HSPCs HSPCs 31878 3404340 158506 17073663 0.1674405 0.1662437 0.8325595 0.8337563

Plots

Note: Runtime scatter plots skipped because performances.tsv was not found.

Outputs

file
f1_macro_by_crossvalidation.tsv
f1_weighted_by_crossvalidation.tsv
f1_macro_summary_by_model.tsv
f1_weighted_summary_by_model.tsv
run_metrics.tsv
per_population_summary.tsv
per_population_stability.tsv
per_population_confusion.tsv
rare_population_buckets.tsv
dataset_context.tsv
dominant_errors_fnr.tsv
dominant_errors_fpr.tsv
samples_vs_f1_macro.tsv
samples_vs_f1_weighted.tsv